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Att t nka fritt r stort, men att t nka r tt r st rre
Mírame, madre, y por tu amor no lloresSi esclavo de mi edad y mis doctrinas
Tu mártir corazón llené de espinasPiensa que nacen, entre espinas, flores
José Martí
a Irma
ä ä ä ä ä ö
ORIGINALPAPERS
This thesis is based on the following papers, which will be referred to in the text by
their Roman numerals:
I. Monárrez-Espino J, Martínez H, Greiner T. Iron deficiency anemia in
Tarahumara women of reproductive-age in Northern Mexico. Salud Publica
Mex 2001;43:392-401. [Monárrez-Espino J, Greiner T. Measuring serum
ferritin under field conditions.Am J Clin Nutr 2002;76:1138]
II. Monárrez-Espino J, Greiner T. Anthropometry in Tarahumara Indian women
of reproductive age in northern Mexico: Is overweight becoming a problem?
Ecol Food Nutr 2000;39:436-457.
III. Monárrez-Espino J, Caballero-Hoyos R, Greiner T. Perception of food and
body shape as dimensions of Western acculturation potentially linked to
overweight in Tarahumara women of Mexico. Ecol Food Nutr 2004 (in press).
IV. Monárrez-Espino J, Martínez H, Martínez V, Greiner T. Nutritional status of
indigenous children at boarding schools in northern Mexico. Eur J Clin Nutr
2004 (in press).
V. Monárrez-Espino J, Greiner T, Martínez H. A rapid qualitative assessment to
design a food basket for young Tarahumara children in Mexico. Scand J Nutr
2004 (in press).
Reprints were made with permission from the publishers
CONTENTS
PREFACE
INTRODUCTION
AIM OFTHE STUDIES
SUBJECTSAND METHODS
RESULTS
1
4
The Tarahumara 4
Historical review 5
Living conditions 7
Infant malnutrition 9
Malnutrition 11
Anthropometric status in schoolchildren 13
Overweight in adolescent and adult women 14
Micronutrient deficiencies. 17
27
28
Study area 28
Data collection 33
Data analyses 42
Ethical considerations 45
46
Iron deficiency anemia in women of fertile age 46
Anthropometric status of women of fertile age 48
Food and body shape perceptions in women 50
Nutritional status of children at boarding schools 51
Foods selected for the food basket for young children 53
Study population 28
Study design 30
DISCUSSIONAND CONCLUSIONS
AKNOWLEDGMENTS
REFERENCES
ABSTRACT IN OTHER LANGUAGES
APPENDIX
57
Nutrition status of Tarahumara women 57
Iron deficiency anemia 57
Field technique for dried serum spot 61
Anthropometric status 62
Perception of food and body shape 65
Nutritional status of schoolchildren 68
Qualitative methods to redesign a food basket 73
76
79
92
Sammanfattning på svenska 92
Abstrakt auf Deutsch 93
Resumen en español 94
PREFACE
“La Nación mexicana tiene una composición pluriculturalsustentada originalmente en sus pueblos indígenas”
“The Mexican Nation has a multicultural compositionsustained originally in its indigenous peoples”
Artículo 4. Constitución Política de México
Article 4. Political Constitution of Mexico
Since I started working with the Tarahumara nearly ten years ago, statements from
medical professionals working at local clinics have been increasingly calling
attention to the increase in infant deaths linked to malnutrition among the
Tarahumara people.
These statements, with the help of the mass media, have turned the Tarahumara
health situation into a political agenda. This eventually results in the allocation of
human and financial resources to the various organizations working in the region,
as if this would automatically solve the problems.
However, scientific evidence backing up such statements is never provided, as if
these anecdotal reports were adequate and sufficient to summarize the entire
Tarahumara health situation. Moreover, very little, if anything, is done to identify
and document other less visible public health problems that might also be affecting
the members of this indigenous group.
Generating awareness of a potential public health problem is usually the first step
when attempting to alleviate it. Followed by obtaining detailed information on the
magnitude, characteristics and determinants of these problems, leading to the
design and further implementation of better targeted interventions. What is more,
these data often constitutes the baseline reference to evaluate the impact of the
secular change, as well as any intervention programs undertaken.
Obtaining accurate and comprehensive population-based information is essential
to understand and eventually overcome health problems at population level. On the
Preface
1
other hand, prioritizing and targeting the interventions to the most vulnerable
groups is imperative in areas where the available means are scarce, not only
because it is the most efficient way to utilize the limited resources, but also because
it increases the likelihood of improving the health indicators of concern, which in
turn will have a positive effect on the programs' sustainability.
The Tarahumara Indian of northern Mexico is one of the most isolated and
deprived ethnic communities in North America. Although this isolation has had a
“positive” effect by preserving the Tarahumara traditional culture, it also has
resulted in marked health and educational deficits compared to Mexican standards,
even when compared with most other indigenous groups in the country.
Low immunization coverage, gastrointestinal infections, parasite infestations,
pneumonia, tuberculosis, and malnutrition are prevalent among Tarahumara
children. Various governmental and non-governmental organizations have
attempted to deal with some of these issues. However, most of their activities have
been carried out at individual level within the frame of curative medicine.
Unfortunately, prevention and rehabilitation still play very minor roles in these
endeavors.
Even though some health and nutritional problems affecting the Tarahumara have
been recognized, especially protein-energy malnutrition among infants, many
other problems have not yet been acknowledged, hence no programs are devised to
prevent or tackle them. The coexistence of micronutrient deficiencies is an
example of an issue where the local health authorities have paid little attention.
Women's health and nutrition also constitutes one of the most neglected areas of
concern. The notion still persists that lack of food is “the problem” among the
Tarahumara, ignoring many others. For instance, emphasizing the health risks
linked to the overweight seen among adult Tarahumara women can sound naïve or
of secondary importance to many policy and decision makers in the area. Health
Preface
2
care for these women has been limited to trying to provide some prenatal care and
family planning.
Therefore, this thesis aims at identifying and characterizing some of the various
nutritional problems affecting the Tarahumara children and women of fertile age.
With this work, I hope to be able to create awareness of some public health
problems affecting the Tarahumara that have not yet been recognized, and to
provide detailed data to assist in designing pertinent interventions intended to
improve the health of this people that can be translated into a better life.
Preface
3
INTRODUCTION
The Tarahumara
Inhabiting the southwestern quarter of Chihuahua State, the Tarahumara or
(foot runners), as they are known in their language, are the most
numerous indigenous group in northern Mexico (INEGI, 2001), and were once
described as one of the least affected by modern society (Kennedy, 1978).
The Tarahumara belong to the cultural area called the Greater Southwest, which
includes the States of Arizona, New Mexico, and Western Texas in the United
States, and the Mexican States of Sonora and Chihuahua. Linguistically, their
language belongs to the Taracahitan family of the Uto-Aztecan stock, which
extends from central Mexico up to Utah (Grimes, 2000).
They number approximately 80,000 people and represent nearly 3% of the State
population and 1% of the total indigenous population in the country (INEGI,
2001). They share with the mestizo (of mixed European -mainly Spanish-
Their ability to preserve their cultural integrity is derived chiefly from the fact that
their environment is among the least hospitable in NorthAmerica. They differ from
other indigenous groups in Mexico in that the central stronghold of their distinctive
culture is still relatively intact and in that in their communities are almost
independent of outside control (Champion,1962: There have been no significant
or basic changes in the culture of the Tarahumara since at least 1700"; Kennedy,
1963: "There is an amazing correspondence between what Lumholtz found in
1896 and what I found in 1960").
Rarámuri
and
indigenous ancestry) the barren wilderness of the Sierra Madre Occidental, in an
area called .
"
Sierra Tarahumara
Introduction
4
Historical review
The Spaniards originally encountered the Tarahumara in the eastern edge of the
upon arrival in the late sixteenth century, but as they
encroached on their civilization, the Tarahumara retreated to unreachable regions
in the mountains and gorges. The main factors leading the Spaniards to settle in this
area were the search for mineral or other wealth, and, in the case of missionaries, to
Christianize the Indians.
Understanding the Jesuit era (1607-1767) is essential in understanding the
Tarahumara culture. The Jesuits settled 28 missions and 50 pueblos, and converted
to Christianity nearly half of the Tarahumaras (Dunne, 1948). The basic structure
of the Tarahumara economy was established during the Jesuit era through the
introduction of domestic animals, European fruits, and new tools, including the ax
and the wooden plow.
From 1767 to 1825 the Tarahumaras were left rather alone because the country was
involved in the struggle that led to Mexican independence in 1821. During this
time, the Tarahumara enjoyed a period of relative peace and isolation, as they were
very little affected by the Franciscan missionaries who replaced the Jesuits after
their removal in 1767 (Pennington, 1963).
The Mexican independence brought new laws aimed at abolishing the status
“Indian” and recognizing only “Mexicans” with equal rights. Uncultivated public
lands were open for homesteading colonization to anyone who would settle them,
but most Tarahumaras did not understand these laws and many were not interested
in returning to mission towns. The mestizo took advantage of this and penetrated
into the area, driving the Indians away from much of the good land that they still
held (Lumholtz, 1902).
The Jesuits came back to the region in 1900, along with government intention to
assist the Indians towards betterment of their lives. However, the revolution of
Sierra Tarahumara
5
Introduction
1910 hindered the efforts of both Church and State to deal with the problems of the
Indians. Governmental attention was aroused again in 1934 when the Department
of IndianAffairs was created to avoid the mestizo encroachment onto Indian lands.
A few schools were started in an effort to teach reading and writing in the
indigenous language, yet the content and the values of what was taught expressed
the ideals of Mexican nationalistic culture, resulting in the generation of partially
acculturated people who remained in servile positions around mestizo towns and
were unable or unwilling to return to their own communities (Kennedy, 1978).
In 1952, the National Indigenous Institute was created to provide land, education
and health to the indigenous people. The Tarahumara Coordinating Center was
established in Guachochi and in 1961 the first indigenous boarding school was
opened (Romano, 1992).
Between 1950 and 1980 many new roads were constructed in the region resulting
in the exploitation of the Tarahumara forest. Many small merchants opened stores
and money increased greatly in use and significance among the Tarahumara. Some
Indians were hired for commercial interests because they accepted lower wages.
Nevertheless, those who participated in the economy were the few acculturated
Indians, rather than a majority of the ethnic group (Kennedy, 1990).
At the present time, the Tarahumara communities are relatively autonomous. They
have their own officials, who govern their internal affairs by a set of rules and
procedures differing from the Mexican laws and practices common to the mestizo.
This system handles cases and disputes between members of the community
except cases of murder or serious injury from attempted murder where the guilty
party is taken to the authorities under Mexican law.
The relationship between the mestizo and the Tarahumara has always been
adversarial. The mestizos call themselves “los de razón” (those of reason)
reflecting their self-image of superiority. Animal qualities, laziness, simple-
6
Introduction
mindedness, and filthiness are believed to be innate to the Tarahumara. Sierra
mestizo value light skin and associate it with intelligence and civilization. The
Tarahumara call the mestizo “ ”, a term with derogatory implications,
which connotes “disliked outsider”.
Most mestizos in the area still attempt to draw the Tarahumaras into the net of their
cultural assimilation, leaving many Tarahumaras teetering between their
traditional lifestyle and the assimilation into the Mexican culture.
Tarahumaras live in small, loose, scattered ranch clusters ( or
) with houses and cultivation plots dispersed along valleys and
hillsides. Households may be separated from each other by several kilometers and
can be accessed through narrow trodden routes. These settlements are not
particularly stable. During the harsh winter months, many Tarahumaras move to
the deep gorges to escape the rigorous cold. The following map exemplifies a route
system to access small Tarahumara localities (<10 houses) in the municipality of
Bocoyna, Chihuahua.
chavóchi
ranchería
comunidad
Living conditions
1 km
Ocorochi
Citanachi
Huichuchi
Manzano I
Manzano II
Norogachi
Chupeachi
Huechochi
Huichochi
Bahuirachi
Sohue
Naqueachi
Garajehuachi
To Sisoguichi
PANALACHI
Sihuibriachi
Ariceachi
Rejisuchi
Huisarorare
YehuachiHuarurachi
Aboreachi
Sapareachi
Cahuirare
Ojeachi
Rojogapuchi
Garijobriachi
Huihuirare
Recamachi
Aqueachi
Gujivechi
Rituchi
7
Introduction
The time required to travel a route varies, but it can take fr m a few hours to more
than a day. The following scheme presents the estimated time needed to travel the
red route.
In most areas, Tarahumara housing is more precarious than that of the rural poor in
Mexico. In fact, Tarahumaras live in notably poorer socioeconomic conditions
compared to the national average for indigenous groups (Table below). Dwellings
primarily consist of a one-room log or stone house with a dirt floor and a storage
hut. Furniture is quite scarce, often consisting of only a table and a few chairs.
Water, electricity, and sewage disposal are practically nonexistent (Monárrez-
Espino, 1998; CONAPO and INI, 2002).
Although the precarious health conditions of the Tarahumara have been widely
recognized, they have been poorly documented. Only a few studies have called
attention to the low immunization coverage, high rates of respiratory and diarrheal
diseases (Monárrez-Espino, 1998), and high mortality rates (95 per 1000 live
births) among infants (Fernandez, 1992).
The Tarahumara infant mortality rate is nearly double that of the national
o
Panalachi Gujivechi Rituchi
Huihuirore Recamachi Bahuírachi
Vehicle: 35 min
Walking: 90 min
Aqueachi
Vehicle: 10 min
Walking: 20 min
Walking: 60 min
Walking: 60 minWalking: 20 minWalking: 45 min
Walking: 90 min
8
Introduction
Selected socioeconomic indicators (%) for Mexican localities with 40% of indigenous population
Electricity Water Sewage Literacy Income from salary
All indigenous groups 79.3 57.3 27.0 68.9 69.3
Tarahumaras 8.7 21.1 3.4 46.1 43.5
Source: CONAPO and INI, 2002
indigenous infant mortality rate and triple that of the overall national infant
mortality rate (Gómez de León and Partida, 1992). Education conditions are also
poor. High illiteracy rates still prevail, above all among women, and only a fraction
of the population finishes primary school (Monárrez-Espino, 1998). Even though
agricultural conditions are unfavorable due to the thin soils with poor capacity to
absorb humidity and fertilizers (Arriaga , 2000), homestead agriculture is the
basis for subsistence. Crops are grown in small pockets of suitable soil. The land
produces an average of 300-450 kg of maize per hectare (Monárrez-Espino, 1998),
which is just sufficient for survival. However, droughts affect the area cyclically,
resulting in famine and malnutrition among young children.
Food is largely based on vegetable products, of which the staples are maize tortillas
and beans. The Tarahumara also grow potatoes, green peas, broad beans, and
squash, and collect edible weedy plants ( ) used as potherbs (Bye, 1981).
are alternative food supplies during the critical period before crops
mature. Among the most common eaten by the Tarahumara are
(Amaranthus palmeri), and (Brassica tarahumara). In fact, it has
been estimated that adult Tarahumaras can consume 100-150 g of fresh per
day fromApril to September (Bye, 1979).
Children's anthropometry typically reveals extensive signs of chronic
malnutrition. A large percentage (57.1%) of children under five years old are
stunted (height-for-age <-2 SD) but only a low percentage (3.5%) is wasted
(weight-for-height <-2 SD) (Monárrez and Martínez, 2000). However, wasting is
more prevalent and severe in children aged 6-23 months (10.3%)
and is probably often associated with death . In most years, high numbers of child
deaths are reported in the local hospitals due to infectious diseases along with
et al.
quelites
Quelites
“basolí”
“mequasare”
quelite
Infant malnutrition
(Figure below),
9
Introduction
Health authorities have focused on the high fatality rate associated with
malnutrition among Tarahumara children. In an attempt to alleviate the problem,
various governmental and non-governmental agencies have established food aid
projects, some entailing the delivering of free food baskets to Tarahumara families.
However, the foods included in the food baskets offered to the Tarahumara are
rarely tailored to their cultural beliefs regarding to young child feeding practices,
so they may not reach the young child and thereby may have little if any impact in
increasing food intake in this group.
Although the benefits associated with supplementary feeding programs for
children, including prevention of starvation and growth failure, treatment of
current malnutrition, control of morbidity and mortality, promotion of normal
physiological and psychological development, and micronutrient
64.868
6463.9
38.8
11.428.4
36.140.5
52.6
40.8
2.3
01110.3
6.12.3
0–5 6–11 12–23 24–35 36–47 48–59
Age group (months)
Proportion of Tarahumara children below -2 SD by age group
Weight-for-height (wasting) Weight-for-age (underweight) Height-for-age (stunting)
Photographs Joel Monárrez-Espino
10
Introduction
supplementation, have long been the focus of debate (Beaton, 1993), recent
epidemiological evidence indicates that nutritional supplementation programs,
along with other measures, such as nutrition education, during early childhood can
prevent malnutrition (Shrimpton , 2001).
Direct food aid supplementation, such as that provided by the government for
Tarahumara children, can only succeed if a combination of actions is employed,
including nutrition education and a community participation component, and if the
items included in the food basket are culturally acceptable to the recipients.
However, it is crucial to keep in mind that the climate conditions, the limitations in
labor surface, and the accessibility to fertilizers and pesticides have, together with
other factors, a considerable effect on the Tarahumara agricultural productivity.
The balance between these factors is frequently difficult to maintain and small
changes in its components can influence the volume of crops leading to insufficient
amounts of food in the household. This eventually leaves small children at
increased risk of malnutrition, as families need to struggle to ensure that the
working members remain fit to keep on working. But even when there is enough
food to meet energy needs, food might not be divided within the household
according to need, nor might all micronutrient requirements be met.
On the other hand, the Tarahumara have never been object of any wide-ranging
intervention aimed at creating jobs to increase the income level of the families. The
food industry has never been developed and the scarce transfer of subsidized food
has been insufficient and ineffective. Therefore, any punctual intervention to
combat infant malnutrition that is not accompanied with broader development
measures will not be able to prevent its recurrence.
Social and economic development requires an adequately nourished, intelligent
and productive population. Reducing malnutrition can have a profound effect on
child survival, women's health, educational attainment and worker productivity.
et al.
Malnutrition
11
Introduction
Malnutrition is usually the result of a combination of inadequate dietary intake and
infection. It contributes to more than 10% of all deaths worldwide (Murray and
Lopez, 1996), with much of this toll arising from low consumption of protein,
energy, and key micronutrients (World Bank, 1993).
Protein-energy malnutrition (PEM) affects every fourth child worldwide: 150
million (26.7%) are underweight while 182 million (32.5%) are stunted.
Geographically, more than 70% of PEM children live in Asia, 26% in Africa and
4% in Latin America and the Caribbean (WHO, 2003). Poverty is the root cause of
most malnutrition. In fact, one out of every five people in the developing world
does not have access to enough food for a healthy living (FAO, 1996). Many poor
families lack the economic, environmental, or social resources to purchase or
produce enough food.
In rural settings such as in the Tarahumara, land scarcity and degradation, soil
erosion, and droughts undermine the family's ability to grow enough food. Other
environmental factors also limit the adequacy and variety of the diet. The
geography and soil characteristics influence the amount of nutrients commonly
found in food. For instance, mountainous areas are often deficient in iodine (WHO,
UNICEF, ICCIDD, 1993).
In children, malnutrition is synonymous with growth failure. Malnourished
children are shorter and lighter than they should be for their age. Growth failure in
children results not only from a deficiency of protein and energy but also from an
inadequate intake of vital minerals and vitamins.
Although the terms “malnutrition”, “undernutrition”, and “PEM” have been
generally utilized to describe abnormal anthropometric findings, they should not
be associated solely with hunger or inadequate dietary intake since abnormal
findings related to excess intake leading to overweight and obesity, more and more
common in developing countries, also indicate a form of malnutrition.
Nutrition surveys are commonly used to assess the magnitude and geographic and
demographic distribution of nutritional deficiencies, as well as related factors (e.g.
12
Introduction
socioeconomic, food intake, clinical symptoms). Survey results are used for policy
formulation and program planning, and as a baseline for future evaluations,
providing program planners with critical information about the effectiveness of
interventions.
Anthropometry has been widely used for several purposes, including the
identification of individuals or populations at risk of malnutrition, the selection of
individuals or populations for an intervention, and the evaluation of the effects of
changing nutritional, health, or socioeconomic influences (WHO, 1990). The
basic measurements to construct anthropometric indices are weight and height,
which can be expressed in terms of Z-scores, percentiles, or percent of median to
compare an individual or group to a reference population. For population-based
applications, Z-scores are usually preferred as they allow the mean and standard
deviation to be calculated (WHO, 1995).
An anthropometric indicator relates to the use or application of indices (e.g. the
proportion of children below a certain level of weight-for-height in comparison to
an accepted international growth standard). Indicators can be classified according
to the objective of their use (e.g. reflect past or present risk).Agood indicator is one
that best reflects the issue of concern or predicts a particular outcome; thus, the
selection of a cut-off point for an indicator is a trade-off between sensitivity and
specificity. At the present time, conventional cut-offs are recommended based on
the NCHS/WHO reference data (NCHS, 1977).
Three anthropometric indices are used as the main criteria for assessing the
adequacy of diet and growth in infants and young children: height-for-age
(stunting), weight-for-age (underweight), and weight-for-height
(wasting/overweight). However, anthropometric findings alone do not define the
process leading to malnutrition.
Currently, the WHO Expert Committee (WHO, 1995) recommends the use of
Anthropometric status in schoolchildren
13
Introduction
weight-for-height Z-score (WHZ) to assess wasting (<-2 SD) and overweight (>2
SD) in children aged 6-9 years, and height-for-age Z-score (HAZ) to evaluate
stunting (<-2 SD) among those aged 6-12 years using the NCHS/WHO population
reference (NCHS, 1977).Assessing stunting in older children is not recommended, as
its interpretation is difficult in the absence of sexual maturity indicators. In children
aged 10-14 years it is also possible to use the new CDC international reference
(NCHS, 2002) using the Body Mass Index (BMI)-for-age percentile to define
underweight (<5 ), risk of overweight (85-95 ) and overweight (>95 ).
Obesity constitutes a major public health concern in many developed and developing
countries, as it is associated with several chronic diseases such as non-insulin
dependent diabetes mellitus, essential hypertension and various cancers. It occurs
when energy intake exceeds energy expenditure. This excess is stored in adipose
tissue in the form of triglycerides, and is associated with increased morbidity and
mortality (WHO, 1990).
However, because fat mass in the human body is very difficult to measure under field
conditions, overweight, defined as an excess of weight relative to height, is preferred
as a practical indicator of obesity. Overweight calculations are based on the BMI or
Quetelet's Index, which relates weight to height (kg/m ). In adults, the recommended
cut-off values (Figure shown below) are appropriate for identifying the extent of
overweight in individuals and populations, as they are associated with adverse health
consequences, particularly mortality (WHO, 1995; Troiano ., 1996).
th th th
2
Overweight in adolescent and adult women
et al
14
Introduction
Chronic energydeficiency
Acceptable rangeOptimum
Risk ofoverweight
Overweight
16 17 18.5 20 22.5 25 30 // 40
Adolescent anthropometric dimensions vary widely mainly due to differences in the
timing, intensity and duration of the growth spurt (Roche and Davila, 1974; Eveleth
and Tanner, 1990), which is determined by genetic inheritance and environmental
influences (Tanner, 1962; Malina and Bouchard, 1991).
In adolescents, there are still no well-defined BMI cut-off points that relate to
specific health risks, and therefore statistical cut-offs are conventionally used as
follows:
Several factors are responsible for the occurrence of overweight. Age, sex and
physiological status are important biological determinants; socioeconomic status,
educational level and marital status constitute the most common social
determinants; and physical activity, alcohol consumption and smoking habits are
among the important behavioral determinants (WHO, 1995).
Socioeconomic levels, degree of industrialization and urbanization, present and
previous undernutrition, infection and chronic disease may limit growth to an
important extent. Where health-related factors limit the full genetic expression, the
observed growth and maturation will reflect the environment more than the
inherited potential (Proos, 1993).
Social, cultural, and behavioral factors are important factors in the occurrence of
overweight in traditional societies (Figure below). High-fat diets combined with
low levels of physical activity are responsible for the increase of overweight that
accompanies the transition from poverty to affluence (WHO, 1990).
< 3 percentile or <-2 Z-scoresrd
< 5 percentileth
>85 percentileth
>85 percentileth
Indicator Anthropometric Index Cut-off values
Stunting
Thinness
At risk of overweight
Obesity
Height-for-age
BMI-for-age
BMI-for-age
BMI-for-age
15
Introduction
In the last few decades, obesity has become a major public health concern among
several Native American groups in United States (Story ., 1999), secondary to
the relative abundance of high-fat foods and to a decreased physical activity
pattern (Byers 1992). The Tarahumara, ethnically related to some of these Native
American groups, might be following the same pattern, as constant and intensive
(Western) pressure could be altering their traditional food consumption
and physical activity patterns, and this may be reflected in terms of anthropometry.
Indeed, most humans beings live today in a nutritional environment that differs
form that for which our genetic constitution was selected. Major modifications in
the diet have taken place over the last few centuries. The proportion of calories
f om fat (especially saturated) has increased dramatically since the industrial
revolution, and the type and amount of essential fatty acids and antioxidants in the
foods has also changed, with a range of effects on health (Simopoulos, 1999).
“Westernisation” of traditional societies has changed the diets of indigenous
groups to a western diet with attendant health risks (Broussard , 1991; O'Dea,
1991; Smith , 1996; Ballew , 1997).
The striking prevalence of NIDDM in American Indian groups created the
suspicion that there might be a special predisposition among some ethnic groups.
The hypothesis postulated that populations exposed to
et al
mestizo
et al.
et al. et al.
r
“thrifty genotype”
16
Introduction
Non -thinness
Average BMI
Poor society Affluent society
Height,
and abdominal fatness
? socioeconomic status
Thinness
Tall height
? socioeconomic status
Transition
Short height
Sou
rce:
WH
O,1
995
Average anthropometry
Culturally desirable
Heaviest subgroup
Weight
inadequate food supplies were genetically selected for a high level of efficiency in
caloric utilization permitting survival through famine cycles, and that obesity
could result when environmental changes made food more consistently available
(Neel, 1962).
However, the reservation-style living among these NativeAmerican groups, where
inactivity and overeating prevailed, made this hypothesis of limited ethnic
applicability. A few years ago, in redefining the “thrifty genotype”, the author
admitted that the original hypothesis presented “an overly simplistic view of the
physiological adjustments involved in the transition from the lifestyle of our
ancestors to life in the high-tech fast lane”. He introduces the term “civilization
syndromes” to conceptualize diseases that share many epidemiological
characteristics (NIDDM, obesity, and hypertension) resulting from previously
adaptive multi-factorial genotypes, and points to the importance of genetic
susceptibilities to these diseases, and to the interactions between the potential
genetic components and the environment (Neel, 1999).
Recent studies have illustrated this genetic-environmental interaction where the
genetic susceptibility can be seen as a prerequisite for the development of NIDDM,
and the exposure to adverse environmental factors (diet and activity level) as
essential conditions for its appearance (Bennett, 1999; Hegele, 1999; Valencia
., 1999; Pérusse and Bouchard, 1999)
All of the minerals and most of the vitamins required by the body have to come
either from the food we eat or from supplements. However, more than half the
world's population does not consume enough of these nutrients in their diet and a
third is affected by iron, iodine or vitamin A deficiencies. Clinical manifestations
are present in half a billion people, and another 2 billion are marginally deficient in
micronutrients and unable to achieve their mental and physical potential (Howson
, 1998).
et
al
et al.
Micronutrient deficiencies
17
Introduction
While micronutrients are needed at all ages, the effects of inadequate intake are
particularly serious during periods of rapid growth such as pregnancy and
childhood. For this reason, the 1990 World Summit for Children singled out
deficiencies of iron, iodine, and vitamin A as being particularly common and of
special concern for women of childbearing age, pregnant women, lactating
mothers, and children under 5 years of age.
Micronutrients are needed for the production of enzymes, hormones and other
substances that are required to regulate biological processes leading to growth,
activity, development and the functioning of the immune and reproductive
systems. Subclinical consequences of micronutrient deficiencies include
compromised immune functions that increase the risk of morbidity and mortality,
impaired cognitive development and growth, and reduced reproductive and work
capacity and performance. The adverse effects of micronutrient malnutrition are
most severe for children, pregnant women, and the fetus (Howson , 1998).
Various interventions are proven to be effective to combat micronutrient
deficiencies. These include fortification programs and use of concentrated
micronutrient supplements. Programs aimed at the elimination and control of iron,
vitamin A and iodine deficiencies and their health-related consequences as public
health problems need are currently ongoing. Remarkable progress is occurring in
the control of vitamin A, and iodine deficiencies, but iron deficiency has been less
responsive to prevention and control efforts.
Iron is needed for the production of hemoglobin
(Hb), which transports oxygen to the body tissues. Most of the body iron is
functional iron, mostly Hb but it is also present in myoglobin and in certain
enzymes. The remainder is storage iron existing mainly as ferritin, to be mobilized
as needed for Hb production (Bothwell, 1996).
Iron is normally lost via the gastrointestinal tract, the skin, and the urine. In
addition to basic losses, non-pregnant women of fertile age lose iron due to
,
et al.
Iron deficiency and anemia:
18
Introduction
menstrual blood loss. During the 2 -3 trimesters of pregnancy, women's iron
requirements for fetal and maternal tissue development rise by 3-4 times.
(Hallberg and Hulten, 1996).
Iron status depends upon the balance between iron consumption, absorption,
losses, and the level of iron stores. When the body has been in long-term negative
iron balance and the storage iron has been consumed, iron deficiency appears. If
this situation continues, functional iron becomes depleted, Hb concentration falls
below normal levels, and the erythrocytes become microcytic and hypochromic
(Bothwell, 1979). This condition is defined as iron deficiency anemia (IDA).
In humans, iron deficiency has numerous negative consequences, including
impaired physical growth, compromised cognitive development, short attention
span and impaired learning capacity, reduced muscle function and energy
utilization, decreased physical activity and lower work productivity, lowered
immunity, increased infectious disease risk, and poorer pregnancy outcomes
(Viteri, 1998; Haas and Brownlie, 2001)
Iron deficiency is the most common nutritional disorder worldwide. In developing
countries, 3.6 billion people suffer from iron deficiency, constituting a public
health condition of epidemic proportions (WHO, 1997). Iron deficiency is also the
main cause of anemia affecting 30% of the world's population, and 50% of
pregnant women in developing countries contributing to 20% of all maternal
deaths (WHO-UNICEF, 1998).
The main causes of IDA in the developing world are insufficient dietary iron
intake; poor bioavailability of the iron consumed; increased requirements during
pregnancy and rapid growth; blood loss due to menstruation, childbirth, ulcers, and
parasites; and impaired iron utilization due to infections (Gillespie, 1998). Poverty
underlies many risk factors for IDA.
nd rd
19
Introduction
Well-documented consequences of anemia include diminished learning ability,
reduced work capacity, increased morbidity from infections, and greater risk of
death associated with pregnancy and childbirth (Royston and Armstrong, 1989;
Institute of Medicine, 1990; Walter, 1996; Scholz , 1997; Brabin ., 2001a-
b; Grantham-McGregor andAni, 2001; Oppenheimer, 2001; Rasmussen, 2001).
Infants born to anemic mothers are more subject to low birth weight and
prematurity (Klebanoff , 1991; Hirve and Ganatra, 1994).Furthermore, some
studies have also supported the hypothesis of an association between iron
deficiency without anemia and poorer performance on tests of cognitive
development in children (Deinart , 1981; Oski , 1983; Deinard ,
1986).
Of the three micronutrient deficiencies (vitamin A, iodine, and iron) iron
deficiency has been relatively neglected because it has been perceived as less
harmful, difficult to measure in the field, and difficult to treat and prevent. Lately,
however, a better understanding of the consequences of IDA and simpler
assessment methods are leading to more action in many places. For instance, a new
laboratory method to measure serum ferritin, regarded as an indicator of total body
iron stores and frequently used to evaluate iron deficiency (Worwood, 1990; Cook
, 1992), that does not require a venous puncture or the freezing of the sample,
as it can use serum from capillary blood spotted on filter paper, has been developed
(Ahluwalia , 1998), with large potential of use in remote settings
In the World Summit for Children of 1990, governments of the participant
countries, made a commitment to achieving a reduction of IDA in reproductive-
age women by one-third of the 1990 levels by the year 2000. Mexico joined this
initiative and in 1991 a plan of action was set up to reach this goal through
programs conducted by several health institutions (SSA, 1990). Unfortunately,
these programs have not yet reached some marginalized areas occupied by
indigenous populations such as the Tarahumara.
et al. et al
et al.
et al. et al. et al.
et al.
et al.
20
Introduction
The high fertility rates, the extremely closely spaced pregnancies, the precarious
education and health conditions of the Tarahumara women of reproductive age,
along with other ecological and demographic indicators, could make of this group
very vulnerable to IDAand its sequelae.
In Mexico, where most deliveries are carried out in hospitals, approximately 25%
of the maternal deaths are due to hemorrhage during the delivery period (Reyes,
1994). Although the maternal mortality rate in this ethnic group has never been
determined, the poor prenatal care coverage and the fact that 3 out of 4 children are
born at home with no health care whatsoever (Monárrez-Espino, 1998), pose
significant risks for the mother and baby. Improving the mothers' Hb status prior to
delivery could thus diminish their risk of dying during delivery (Brabin .,
2001b).
It contains cobalt, and so is also known as cobalamin. It is a water-soluble member
of the vitamin B complex naturally found in animal foods such as meat, fish,
poultry, eggs and diary products. It can be stored for long periods in small amounts
by the body, mostly in the liver (USDA, 1999). Vitamin B is bound to the protein
in food, and hydrochloric acid in the stomach releases it during digestion. It then
combines with a glycoprotein known as intrinsic factor before it can be absorbed in
the ileum.
This vitamin is necessary for DNA synthesis during cell division, especially in
bone marrow tissues responsible for red cell formation. It also plays a vital role in
the metabolism of fatty acids essential in the maintenance of myelin, a complex
protein that forms an insulating fatty sheath that surrounds the nerves (Herbert,
1996). If deficiency occurs, DNA production is disrupted and abnormal cells are
formed leading to anemia. Prolonged deficiency can also lead to nerve
degeneration and irreversible neurological damage (Healton , 1991).
Vitamin B is excreted in the bile and is reabsorbed via the enterohepatic
et al
et al.
Vitamin B12
12
12
21
Introduction
circulation; thus, it can take a long time for deficiency disease to develop (Herbert,
1996). Deficiency occurs frequently linked to a failure to effectively absorb B
from the intestine, such as in people unable to produce intrinsic factor who develop
pernicious anemia, but it can also occur due to a poor dietary intake or linked to
intestinal parasite infestation (Herbert, 1996; Carmel, 1997).
Signs of deficiency include fatigue, weakness, nausea, constipation, flatulence,
anorexia, and weight loss (Herbert, 1996). Deficiency also can lead to neurological
changes such as numbness and tingling in hands and feet, and others including
difficulty in maintaining balance, depression, confusion, poor memory, and
soreness of the mouth or tongue (Healton , 1991).
Vitamin B and folic acid are involved in similar chemical processes. Since
vitamin B reactivates folic acid, a deficiency of B results in a folic acid
deficiency if folic acid levels are marginal. On the other hand, a high intake of folic
acid may mask a vitamin B deficiency because it prevents the changes in the red
blood cells, though it does not counteract the deficiency in the brain (Herbert,
1996).
Because primary sources of vitamin B are foods of animal origin, people like the
Tarahumara who eat little of these products are likely to ingest less than the
amounts recommended and become deficient. Measuring the serum cobalamin
level is commonly used in the initial assessment of vitamin B deficiency (Zittoun
and Zittoun, 1999). However, measuring the plasma homocysteine and urinary
methylmalonic acid levels are considered more specific for the diagnosis of
vitamin B deficiency (Stabler , 1996; Klee, 2000). The Schilling test is
commonly used to determine whether there is sufficient output of intrinsic factor
(Herbert and Das, 1994).
Folate and folic acid are forms of a water-soluble B vitamin. Folate occurs
naturally in a wide variety of foods such as dark green leafy vegetables, wheat bran
and other whole grains, dry beans and peas, citrus fruits, and liver (USDA, 1999)
12
12
12 12
12
12
12
12
et al.
et al.
Folate:
22
Introduction
while folic acid is the synthetic form found in supplements and fortified foods.
Unlike folic acid, which is almost completely stable for months, natural folates
rapidly lose activity in foods over periods of days. The chemical lability of
naturally occurring folates results in a significant loss of biochemical activity
during harvesting, storage, processing, and preparation. In fact, 50-75% of initial
folate activity may be lost during these processes (FAO and WHO, 2002). Natural
folates are conjugated to a polyglutamyl chain and removed in the brush border of
the mucosal cells by the enzyme folate conjugase and folate monoglutamate to be
subsequently absorbed (Scott and Weir, 1994).
Folates are needed for the production and maintenance of new cells. This is
especially important during periods of rapid cell division and growth such as
infancy and pregnancy. They are necessary for to make DNA and RNA, and
prevent changes to DNA that may lead to cancer (Herbert, 1999). Folates are thus
required to make normal red blood cells and prevent anemia. In fact, folate
deficiency it is the second most frequent cause of nutritional anemia. Both vitamin
B and folate are key components in the synthesis of DNA due to their role in
conversion of uridine to thymidine. When vitamin B or folate is deficient,
thymidine synthase function is impaired and DNA synthesis is interrupted leading
to megaloblastic changes in rapidly dividing cells, including inadequate
erythropoiesis (Herbert, 1999).
Signs are often subtle including diarrhea, anorexia, weight loss, sore tongue,
headaches, behavioral disorders, and those related to anemia (Herbert, 1999).
Deficient pregnant women are more likely to give birth to low birth weight and
premature infants, and infants with neural tube defects such as spina bifida and
anencephaly (Scott ., 1994; Daly ., 1995).
Folate deficiency is frequent in individuals with inadequate dietary intake and can
be exacerbated by malabsorption conditions (Chanarin, 1979). It also occurs when
12
12
et al et al
23
Introduction
needs are increased such as during pregnancy and lactation (McPartlin .,
1993).
Even though folates are present in various foods of animal and vegetable origin,
dietary intake may be low due to poor storage conditions or excessive cooking
(FAO and WHO, 1988), common practices observed at indigenous boarding
schools and other settings in the Tarahumara region.
It is an essential component of enzymes participating in the synthesis and
degradation of carbohydrates, lipids, proteins, and nucleic acids as well as in the
metabolism of other micronutrients. It stabilizes the molecular structure of cellular
components and membranes and therefore contributes to the maintenance of cell
and organ integrity (Hambidge, 1987). Zinc has an essential role in the immune
system (Shankar and Prasad, 1998), and in the process of genetic expression
(Hambidge, 1987).
Lean red meat, whole-grain cereals, pulses, and legumes provide the highest
concentrations of zinc. Its utilization depends on the overall composition of the
diet, with several dietary factors acting as promoters (e.g. amino and hydroxy
acids) or antagonists (e.g. organic compounds) of absorption. Two factors together
with the total dietary zinc are major determinants of absorption and utilization: the
content of inositol hexaphosphate (phytate) and the level and source of dietary
protein. Competitive interactions between zinc and other ions with similar
properties (e.g. iron or copper) affecting the intestinal absorption of zinc have also
been documented (Sandström and Lönnerdal, 1989).
The clinical features of severe zinc deficiency include growth retardation, delayed
sexual and bone maturation, skin lesions, diarrhea, alopecia, impaired appetite,
increased susceptibility to infections, and the appearance of behavioral changes
(Hambidge, 1987).
Zinc deficiency is a widespread public health problem with almost half of the
world's population at risk of insufficient zinc intake, especially pregnant and
et al
Zinc:
24
Introduction
lactating women and young children (Brown and Wuehler, 2000). In children,
reduced growth rate, impaired resistance to infections (Black, 1998) and abnormal
neurobehavioral development are often the only manifestations of zinc deficiency
and thus commonly overlooked (Hambidge, 1987).
Zinc is present in all body tissues and fluids. Although total body zinc has been
estimated to be 2 g, plasma zinc represents only about 0.l% of this content due to
the rapid turnover rate; this level appears to be under close homeostatic control
(Hambidge, 1987).
There are no generally accepted, reliable biomarkers of zinc status. Of the
alternative techniques that have been proposed for direct evaluation on a
population's zinc status, serum zinc concentrations is one of the most promising for
field application (Brown ., 1998). However, serum zinc not always reliably
indicate total-body zinc stores because the concentration in tissues is many times
larger than in serum and minor changes in uptake or release of zinc from the
peripheral sites can have a major effect on the serum concentration (WHO, 1996).
The only physiologic function known for iodine in humans is the synthesis
of thyroid hormones by the thyroid gland; thus, all biologic actions of iodide are
attributed to the thyroid hormones including growth, development and control of
metabolic processes in the body (FAO and WHO, 2002).
Iodine deficiency is the world's leading single cause of preventable brain damage
and mental retardation. In 1991, an estimated 1.5 billion people were at risk of
iodine deficiency disorders (IDD); 655 million people were affected by goiter, an
indicator of IDD; and 26 million people suffered from brain damage associated
with iodine deficiency (WHO, 1993). In children, iodine deficiency may have
serious irreversible consequences including retarded mental and physical
development, impaired intellectual function and diminished school performance
(Hetzel, 2000).
The iodine content of food depends on the iodine content of the soil in which it is
et al
Iodine:
25
Introduction
grown; thus, the food grown in iodine-deficient regions, such as in mountainous
regions and flood plains, can never provide enough iodine for the people and
livestock living there (Koutras ., 1985). Consequently, it cannot be eliminated
by changing dietary habits or by eating specific kinds of foods but must be
corrected by supplying iodine from external sources. It has, therefore, been a
common practice to use common salt as a vehicle for iodine fortification since the
entire population of a region consumes salt at approximately the same level
throughout the year.
However, iodine loss from salt can occur as a result of improper packaging or due
to exposure to humidity and sunlight. In addition, losses during the cooking
process vary from 20 to 40% depending on the cooking method used (ICCID,
UNICEF, WHO, 2001). To compensate for these losses, higher levels of iodine can
be used during the production of iodized salt.
To ensure the consumption of recommended levels of iodine, the iodine content of
salt at the production level should be monitored with proper quality assurance
programs. In addition, periodic assessment of the population by means of thyroid
examination and urinary iodine excretion, a good marker of very recent dietary
iodine intake, is necessary to prevent iodine deficiency and its consequences.
Iodine concentrations in casual urine samples provide an adequate assessment of
population's iodine nutrition (ICCID, UNICEF, WHO, 2001).
et al
26
Introduction
AIM
The overall aim of the studies presented in this thesis was to fill part of the
knowledge gap regarding the nutritional problems that affect the Tarahumara
women and children of northern Mexico.
The specific objectives of the studies were:
- Establishing the nature, magnitude, severity and geographical distribution
of IDA in Tarahumara women of fertile age in northern Mexico and
developing a field technique for spotting capillary serum on filter paper to
measure SF in remote settings (Paper I).
- Assessing the anthropometric status of adolescent and adult Tarahumara
women to evaluate whether overweight constitutes a public health
problem (Paper II).
- Exploring food and body shape perceptions as dimensions of Western
acculturation linked to overweight among Tarahumara women (Paper III).
- Assessing the nutritional status of Tarahumara children at indigenous
boarding schools including growth retardation and micronutrient
deficiencies (Paper IV).
- Identifying culturally accepted foods using a qualitative assessment to
redesign a food aid basket for young Tarahumara children (Paper V).
27
AIM
SUBJECTSAND METHODS
Study area
Study population
This thesis consists of various studies performed between 1998 and 2002 among
Tarahumara women and children. The studies were conducted in four
predominantly indigenous municipalities (>40% of indigenous population based
on linguistic definition), located in the southwestern quarter of the State of
Chihuahua, in northern Mexico (INEGI, 2001).
This territory is a mountainous chain with a maze of arroyos, valleys, and canyons.
The climate is widely variable depending on the altitude. In the mountains, at
2000-2500 meters above sea level (municipalities of Guachochi and Balleza) it is
temperate to cold, and in the gorges, at 500-1000 m (municipalities of Batopilas
and Urique) it is subtropical. The mean annual temperatures in these municipalities
range from 13 to 24ºC, and when there are no droughts, the rainfall averages 500-
700 mm, most of it coming during the summer months (INAFED, 1988).
A linguistic criterion was used to define being Tarahumara, namely, those
individuals capable of speaking the indigenous language . A
demographic description of the municipalities covered by the studies included in
the thesis is shown in the next table.
Rarámuri
MM ee xx ii cc oo
U S A
UUrriiqquuee
BBaattooppiillaass
CChhiihhuuaahhuuaa SSttaattee
28
Subjects and methods
The study population included women aged 12-49 years (papers I-II), women and
men aged 16-60 years (paper III), schoolchildren aged 6-14 years (paper IV), and
women with children aged 6-36 months (paper V).
Women play a central role in the Tarahumara household. They are involved in
almost all domestic tasks, the care of the children, and also take an important role in
productive activities. Their work sphere varies from herding and making
handicrafts for sale to agricultural labor. They usually join the men in weeding,
harvesting and planting activities, and occasionally perform tasks such as hoeing
maize or plowing with oxen. These activities frequently demand a huge physical
effort that can be better achieved by those with better nutrition and health status.
Tarahumara women are responsible for cooking for the whole family, including the
preparation of food for young children. Thus, women determine to a great extent
the children's diet based on their knowledge and cultural beliefs regarding infant
feeding.
A large proportion of Tarahumara children of school age attend one of the many
boarding schools run by the National Indigenous Institute, which provides food to
3000 indigenous children in its 38 boarding schools (INI, 2000). These schools are
located mostly in the municipalities of Guachochi (20), Batopilas (8) and Balleza
29
Predominantly indigenous municipalities from Chihuahua State where the studies were done
Paper included in the thesisMunicipality
Area inkm2
Speaks Rarámuri(%)
Proportion of the totalTarahumaras
I II III IV V
Balleza 7 073 6 020 (42.2) 8.5 X X
Batopilas 2 065 4 589 (45.7) 6.5 X X
Guachochi 7 340 20 926 (60.1) 29.5 X X X X X
Urique 3 969 6 578 (44.5) 9.3 X
Source: INEGI, 2001.
Subjects and methods
(4), with the aim of promoting the education and also nutritional development of
those living in highly marginalized areas with extreme poverty. However, no
efforts have previously been made to identify possible nutritional problems among
these children.
The design, sample size and sample strategy of the studies with Tarahumara
women and children included in this thesis are presented in the summary table.
Due to the lack of a sampling frame for the Tarahumara population, special efforts
were made to obtain a representative sample of women from the municipality of
Guachochi (papers I-II). It was not possible to construct an updated and accurate
sample frame given the relatively large indigenous population in Guachochi
municipality (~20 000 inhabitants). The cost and time involved in setting up such a
detailed frame and in attempting to contact randomly selected individuals from a
highly dispersed population living in a difficult topography was out of
consideration. Therefore, multistage proportional sampling was utilized. The
population was divided into 3 strata based on the number of eligible Tarahumara
women in each locality as shown in the table ahead.
The relatively small number of localities with 50-99 and 100 persons (108 and 39
respectively) allowed drawing of systematic sample. These localities were listed
with the numbers of in alphabetical order, the cumulative frequency of
Study design
households
households and range of households between the previous and the current locality.
Then a random number was located. Once in the field, 8 houses were randomly
selected from the inhabited Tarahumara households in each selected locality, and
all reproductive-age women in them were included in the sample.
30
Subjects and methods
V
Iden
tify
ing
cult
ural
lyac
cept
edfo
ods
tore
desi
gna
food
aid
bask
etfo
ryo
ung
chil
dren
Com
mun
ity-
base
dst
udy
usin
ga
com
bina
tion
ofqu
alit
ativ
ete
chni
ques
Mot
hers
wit
hch
ildr
enag
ed6-
36m
onth
s.
9fo
rfr
eeli
stin
g;60
for
sem
i-st
ruct
ured
inte
rvie
ws
and
pair
com
pari
sons
;30
for
addi
tion
/del
etio
n;6
focu
sgr
oups
Con
veni
ence
stra
tifi
edqu
ota
sam
plin
g
IV
Ass
essi
ngth
enu
trit
iona
lst
atus
ofch
ildr
enat
indi
geno
usbo
ardi
ngsc
hool
s
Sch
ool-
base
dcr
oss-
sect
iona
lco
mpr
ehen
sive
nutr
itio
nsu
rvey
Indi
geno
ussc
hool
5bo
ardi
ngsc
hool
s;33
1ch
ildr
enfo
rH
b,an
thro
pom
etry
,go
iter
;99
for
mic
ronu
trie
ntas
sess
men
t
All
elig
ible
chil
dren
from
apu
rpos
ive
sam
ple
ofsc
hool
s.R
ando
msa
mpl
efo
rm
icro
nutr
ient
asse
ssm
ent
III
To
expl
ore
food
/bod
ysh
ape
perc
epti
ons
asdi
men
sion
sof
Wes
tern
accu
ltur
atio
nli
nked
toov
erw
eigh
tin
wom
en
Com
mun
ity-
base
dst
udy
usin
gco
gnit
ive
anth
ropo
logi
cal
met
hods
wit
hsy
stem
atic
data
coll
ecti
on
Wom
enan
dm
enag
ed15
-60
year
s
81re
spon
dent
s:53
wom
enan
d27
men
for
food
and
body
shap
epe
rcep
tion
inte
rvie
ws
Hap
haza
rdse
lect
ion
ofre
spon
dent
sfr
omth
epr
edet
erm
ined
sam
plin
gst
rata
base
don
age
and
com
mun
ity
size
II
To
asse
ssw
heth
erov
erw
eigh
tis
apu
blic
heal
thpr
oble
mam
ong
wom
en
Pop
ulat
ion-
base
dcr
oss-
sect
iona
lnu
trit
ion
surv
ey
Non
-pre
gnan
tw
omen
aged
12-4
9ye
ars
459
non-
preg
nant
wom
enfo
ras
sess
ing
the
anth
ropo
met
ric
stat
us
Mul
tist
age
prop
orti
onal
sam
plin
gba
sed
onth
enu
mbe
rof
pers
ons
inth
elo
cali
ty:
Sys
tem
atic
and
quot
asa
mpl
ing
Pa
per
inth
eth
esis
I
To
dete
rmin
eth
epr
eval
ence
ofID
Aan
dto
deve
lop
afi
eld
tech
niqu
efo
rsp
otti
ngca
pill
ary
seru
mon
filt
erpa
per
Pop
ulat
ion-
base
dcr
oss-
sect
iona
lnu
trit
ion
surv
ey;
deve
lopm
ent
ofa
fiel
dte
chni
que
tom
easu
reS
Fon
filt
erpa
per
inre
mot
ear
eas
Wom
enag
ed12
-49
year
s
481
wom
enfo
ras
sess
ing
capi
llar
yH
b,an
da
sub-
sam
ple
of17
1w
omen
toas
sess
capi
llar
yS
F
Mul
tist
age
prop
orti
onal
sam
plin
gba
sed
onth
enu
mbe
rof
pers
ons
inth
elo
cali
ty:
Sys
tem
atic
and
quot
asa
mpl
ing.
Con
veni
ence
sam
plin
gfo
rth
efi
eld
tech
niqu
e
Su
mm
ary
tab
le.
Sum
mar
ized
desc
ript
ion
ofth
est
udie
sco
nduc
ted
amon
gT
arah
umar
aw
omen
and
chil
dren
incl
uded
inth
eth
esis
Aim
Stu
dy
des
ign
Part
icip
an
ts
Sa
mp
lesi
ze
Sam
pli
ng
stra
tegy
31
Subjects and methods
In communities with <50 persons, quota sampling was used.As most of these small
villages surround the bigger ones, a random sample from the surrounding localities
with 50 persons was drawn, and all reproductive-age women found were sampled
until the quota was reached.
For the study on food and body shape perceptions in women (paper III), the number
of respondents was a haphazard sample of persons of different ages living in
localities of different sizes. Three age groups in years were defined: young (16-30),
middle (31-45) and mature (46-60). The locality size was categorized based on the
number of households: Very small (<10), small (10-30) and medium or large (>30).
Thus, 6 women and 3 men were selected from each of the 9 predetermined
sampling strata for the food and body shape perception structured interviews.
The sampling framework for the study of school children (paper IV) aimed for
variation in the characteristics of the schools sampled (i.e. location, altitude,
infrastructure, size of enrolment, and accessibility). Schools I and II represented
the 'better-off' and 'poor', respectively (based on amount and quality of buildings,
furniture and other equipment); school III represented the 'overcrowded' (hosting
32
Proportional sampling strategy of the Tarahumara women in the municipality of Guachochi, Mexico
No. Inhabitants the in locality 1
Municipality characteristics
Localities in the municipality 1 012 108 39
Inhabitants in the municipality 14 891 7 104 16 775
Proportion who are Tarahumara 85.3% 78.2% 32.6%
Tarahumara women aged 12 y49- 3 381 1 478 1 460
Proportional distribution of women 53% 23.9% 3.12%
Tarahumara women sampled 255 115 111
Number of sampled localities 93 18 12
Number of sampled households 207 95 85
Sampling strategy Quota Systematic
1 Estimated from the National Census (INEGI, 1997)2 Based on the 25% prevalence of anemia found among indigenous women at national level in 1988 (Martínez et al.,
1995), a 95% confidence level, and a relative precision of the estimate of 15% (Lemeshow et al., 1990)
50 10050-99
Subjects and methods
twice the average number of children); school IV was the 'traditional' (located in an
area with strong presence of Tarahumara customs); and school V was typical of the
'gorge' (fruits and vegetables grow here thanks to the subtropical environment).All
children present during the school visits and choosing to participate were surveyed
and a random sample of them was included in the micronutrient assessment.
For the study to identify culturally accepted foods for young children (Paper V), we
used a stratified quota sampling to interview mothers from 3 different strata based
on the level of marginalization of the respondents (i.e. living at the periphery of the
Mexican society) to look for possible gross differences across the strata.
Characteristics considered for the sampling scheme were closely related to the
isolation of the population, not only in terms of the number of households in the
community but also in terms of its accessibility and the ratio of Tarahumaras to
mestizos, factors likely to relate to food preferences
A brief gynecological clinical history to evaluate reproductive health risks was
obtained and a short questionnaire focusing on basic demographic, educational,
socioeconomic, and health information was administered (Papers I-II). A
physician assessed the gestational age of the pregnant women clinically.
The women were weighed with an electronic scale with 150 kg capacity and 100 g
precision (Paper II). As asking Tarahumara women to undress is not culturally
sensitive, various types of typical clothing were weighed and the corresponding
adjustments were made to weights according to what each woman was wearing. A
vertical board with 200 cm capacity was used to measure height. Heights were
measured with no shoes and recorded to the nearest mm. The chronological age
was registered as reported by the woman herself, but it was corroborated in
adolescents (12-18 years) and older women (>45 years) using an official document
whenever possible. Two persons took all measurements.
Schoolchildren wearing no shoes and light clothes were weighed using a scale with
Data collection
Anthropometric measurements
33
Subjects and methods
100 g precision (Paper IV). A 200 cm measuring board was used to measure
heights. Children stood barefoot and their height was recorded to the nearest mm.
The children's age was obtained from their birth date as written in the school
records. A single experienced person took all anthropometric measurements using
standard techniques (Cogill, 2001).
From the second drop of capillary blood obtained by finger prick, Hb was
measured using a portable photometer (HemoCue AB) (Paper I). This azide
methemoglobin method provides accurate measurements of Hb concentration
(Schenck , 1986), as well as adequate prevalence estimates of anemia at
population level (Morris 1999).
The prevalence of anemia was assessed based on the recommended Hb cutoff at
sea level for males (6-11 y: <115 g/l, 12-13 y: <120 g/l, 14 y: <130 g/l) and females
(6-11 y: <115 g/l, 12-14: non-pregnant of pregnant in 1 trimester <120 g/l;
pregnant in 2 3 trimester: <110 g/l) (CDC, 1989). The cut-offs were corrected for
altitude using an exponential model (Cohen and Hass, 1999) that has shown a
better fit to the data than previous models (Dallman , 1980; Dirren ,
1994), rendering the following increases in the cutoffs: 1800-1899 m: 6 g/l, 1900-
2099 m: 7 g/l; 2100-2199 m: 8 g/l; 2200-2299 m: 9 g/l; 2300-2399 m: 10 g/l; 2400-
2499 m: 11 g/l; 2500-2599 m: 12 g/l). A Global Position System instrument was
employed to measure the altitude in each of the sampled localities.
A capillary specimen was taken from a finger using a disposable lancet (Paper I).
After wiping away the first drop and taking the next for the Hemocue , a capillary
tube was filled with free-flowing blood.
Capillary blood samples
Dried serum spot
et al.
et al,
et al. et al.
st
nd rd
®
SealantCapillary blood
34
Subjects and methods
This was a 75 x 1 mm standard microhematocrit tube (contents 75µl, which was
sealed at one end, and centrifuged on site. The electricity source for the
microcentrifuge run was a car battery that had a converter to transform 12-V direct
current to 110-V alternating current.
Al least 20µl of serum were obtained (the laboratory method requires a minimum
of 20µl to be spotted on filter paper) after spinning at 4 500 rpm for five minutes.
The tube was broken just above the cell layer without spillage. The volume of
serum left in the tube was then measured in mm, each being equivalent to one µl.
A syringe with a cut-off needle that fitted exactly into the microtube was held to
make it airtight, and the serum was then expelled from the end of the capillary tube
onto the filter paper. The samples were air-dried, placed in polyethylene bags at
room temperature and sent to the University of California at Davis for analysis.
Microcentrifuge(110 -V alternating current)
+
Car battery(12-V direct current)
Converter(12-V DC to 110 -V AC)
Sample 125 µl
Ziploc plastic bag®
Filter paper Whatman 1®
Serum
Syringe
Air
35
Serum White cells Red cells
10 20 30 40mm
1 mm 1µl
˜
Subjects and methods
Unlike other type of filter papers used for micronutrient assessment (e.g. serum
retinol), the paper required for measuring SF (Whatman 1 ) does not distribute the
serum volume evenly per square mm, and therefore it was not possible to punch out
a plug of filter paper of standard size. This filter paper is completely digested by
cellulase, releasing the total volume of serum spotted on the paper. For this reason
it was essential to know the exact volume of serum spotted. The field technique
developed measured the volume in the microcapillary tube using a ruler. The SF
level was determined using radioimmunoassay (Ahluwalia , 1998). As the
samples contained different volumes, normalization of the values was required to
be able to obtain the SF level per µl.
Because SF values may be spuriously high in response to inflammation (Birgegård
., 1978; Worwook, 1990), we included the measurement of temperature and a
series of questions to identify the presence of infection within 2 weeks prior to the
interview.
®
et al.
et al
Micronutrient assessment
Non-fasting 10 ml cubital vein blood samples were taken from 100 schoolchildren
for the micronutrient assessment (Paper IV). No child had history of clinical
infection during the week before the venipuncture. Blood was allowed to coagulate
at room temperature before serum was separated by centrifugation, kept in liquid
nitrogen at -72°C, and sent to Mexico City for laboratory analysis.
Iron status was assessed using serum iron (SI) and total iron-binding capacity
(TIBC) of transferrin in serum to calculate the transferrin saturation percent (TfS=
SI / TIBC x 100), and serum ferritin (SF). SI and TIBC were determined using
atomic absorption spectrophotometry (NCCLS, 1998). SF was quantified using a
solid-phase immunoradiometric assay (Ferritin CTK-IRMA; Italy).
SF < 12 ng/ml and TfS <14% were used as cut offs for iron deficiency (Dallman
1996). As no single indicator reflects the entire spectrum of iron status (Cook
et
al., et
36
Subjects and methods
al., et al.,
et al.,
1976), a common multiple biochemical test strategy was used (Yip 1984;
Expert Scientific Working Group, 1985; English and Bennett, 1990; Preziosi
199 The model included SF, TfS and Hb and used the following iron nutrition
definitions: No iron deficiency (no anemia + SF >12 + TfS >14),
<
< <
< <
(1994).
4).
anemia without
iron deficiency (anemia + SF >12 + TfS >14), iron depletion (no anemia + SF 12 +
TfS >14), iron deficient erythropoiesis (no anemia + SF 12 + TfS 14) and iron
deficiency anemia (anemia + SF 12 + TfS 14).
Some children could not be placed in any of these iron status categories, as others
have noted (Dallman 1981; Hallberg 1993). In such cases, we used SF as
the most reliable indicator, as TfS is influenced by the wide diurnal variation of
serum iron (Cook 1992).
Vitamin B and folic acid levels were determined by radioassay (SimulTRAC-
SNB; New York). Serum vitamin B concentrations <200 pg/ml were considered
low and 200-300 pg/ml marginal (Lindenbaum 1990). The cut-offs used for
folate were <3 ng/ml for low and 3-6 ng/ml for marginal status (Sauberlich, 1977).
Serum zinc was measured by atomic absorption spectrophotometry (Smith
1979). Following the recommendation by the International Zinc Nutrition
Consultative Group, the cut-off point for low serum zinc was reduced from <70 to
<60 µg/dl because fasting blood was not taken.
To complete the assessment, the size of the thyroid was measured to calculate the
total goiter rate (TGR) in the surveyed children; and the iodine content in salt used
for food preparation was tested using a colorimetric method (ICCID, UNICEF,
WHO, 2001) at the selected schools. A 2-week meal content inventory was used to
document the foods served at each sampled school, focusing on foods rich in iron,
vitamin B , and folate
et al, et al.,
et al.,
et al.,
et al,
12
12
12
37
Subjects and methods
Structured interviews
Systematic data collection relying on structured interviews (Bernard, 1994; Weller
and Romney, 1988) was used to explore food and body shape perceptions (paper
V). Six photograph series were designed to explore perceptions regarding foods.
Each contained 3 photographs portraying typical Tarahumara, mestizo and
western foods. The series depict prepared dishes, food preparation methods and
drinks.
The topics studied within this food dimension included: , denoting the
desire of the respondents to eat certain foods; , the perceived palatability of the
depicted foods; , dealing with the respondents' beliefs as to foods that
promote or maintain health; and , indicating the respondents' judgments
regarding their frequency of consumption of the foods.
preference
taste
health
regularity
Prepared dishes
Beans and meat Pork asado Hamburger
Yorique 1 Burrito2 Hotdog
1 Recipe made of maize, nopal, chili and arí (a reddish material produced by ants)2 A flour tortilla rolled around a filling made of chili and chopped meat
38
Subjects and methods
To measure food perceptions, the partial rank order method (Weller and Romney,
1988) was used. Respondents were shown the photo series and were asked: “which
of these would you like to eat now?” ( ), ”which of these do you think
tastes better?” ( ), ”which of these do you think is better for your health?”
( ), and ”which of these do you eat more frequently?” ( ).After each
question, the respondents were asked for their second choice and the responses
were ranked
preference
taste
health regularity
Boiled potatoes Smashed potatoes French fries
Boiled beans
Foto 14
Smashed beans
Foto 15
Fried beans
Foto 16
Boiled meat
Foto 17
Dry meat
Foto 18
Fried meat
Foto 19
Preparation mode
Drinks
Pinole1
Foto 20
Limeade
Foto 21
Coca Cola
1 A thin gruel made with toasted maize and ground to a powder mixed with water
39
Subjects and methods
Body shape perceptions were explored using a series of photographs portraying
ten Tarahumara women dressed in traditional garments. The photographs were
arranged from the thinnest to the fattest based on their BMI (range 18.5-41.5).
Respondents were asked to judge them on the following traits: , indicating
the ideal body shape in esthetic terms; , relating to the possibility of living a
healthy and lengthy life; , comprising the women's capability to
deliver, breastfeed, raise and protect their children; and , dealing
with the women's ability to run their households and take care of their families.
The constrained pile sort method (Weller and Romney, 1988) was used.
Respondents were shown the photo series and were asked: which of these women
do you think has the prettiest body?” ( ), ”which of these women do you think
looks healthiest?” ( ), ”which of these women do you think would be the best
mother?” ( ), and ”which one these women do you think works
hardest?” ( ). They were also asked for their second choice and thus
grouped the photos into two piles, the two selected and the remaining eight
unselected.
Age, locality size, interview language and gender were the variables used to
explore acculturation. A trained simultaneous translator was employed for those
persons for whom interviews needed to be conducted in the indigenous language.
We used a combination of rapid qualitative techniques (Pelto, 1983; Scrimshaw
and Gleason 1992; Weller and Romney, 1988; Bernard, 1994; Morgan, 1996) to
beauty
health
motherhood
industriousness
beauty
health
Motherhood
industriousness
”
Qualitative methods
40
Subjects and methods
identify the most important food items eaten by young Tarahumara children. Data
were collected over an 8-week period. The study was carried out only with
Tarahumara mothers who had children aged 6-36 months. Most interviews were
conducted at the interviewees' household in the community. A trained
simultaneous translator was used with mothers who did not speak Spanish.
These were 9 female indigenous health care
workers and health promoters aged 23-54 years. Each was asked to list the 10
foods that they considered the most appropriate to feed young children (which
foods or drinks do your children aged 6-36 months eat or drink?).
From the foods selected in the free listing, 2 balanced groups
of 6 foods were shown to 60 mothers with young children. Actual foods were
placed in identical dishes and in similar amounts and were shown to 20 women
from each stratum. They were asked to choose between all possible
combinations in each food group, according to what they considered
appropriate to feed their children (which one do you prefer to feed your
children, this or this?).
Ten mothers from each sampling
stratum were shown the foods actually in the governmental food basket in
identical dishes and similar amounts, which included chocolate powder,
cookies, lard, maize flour, wheat noodles, salt, canned sardines and sugar.
Mothers were asked to delete or add 5 foods from this basket, according to what
they considered appropriate for their children (if you could add foods to the
basket: which foods would you add? and, if you had to delete foods: which ones
would you prefer to delete?).
Twenty mothers from each stratum were
interviewed using a semi-structured format covering the following topics:
Concepts and practices on complementary feeding and breastfeeding,
knowledge about appropriated complementary foods to feed young children,
consistency of foods to feed young children, utensils used to feed young
children, beliefs about complementary feeding and breastfeeding
simultaneously, beliefs about feeding children during illness, opinions on the
food basket, and attitudes towards participation in the delivery of the food
1. Free listing from key informants:
2. Pair comparisons:
3. Listing of foods to be added or deleted:
4. Semi-structured interviews:
41
Subjects and methods
basket.
Two focus-group sessions, each involving 5 to 8 mothers of
different ages from the same sampling stratum, were conducted to validate
findings of the previous procedures. All sessions were conducted in health care
centers and school classrooms with the help of a trained simultaneous
translator. Sessions lasted 50-60 minutes. The sessions were videotaped and
thereafter translated for analysis. The group discussions gravitated towards the
results form the previous phases.
Data were captured and analyzed in the SPSS computer software
(Chicago, Illinois). Box plot graphs, and means (SD) for Hb were presented to
describe the Hb distribution. Analyses were stratified according to the women's
reproductive status, age, number of inhabitants in the locality, use of contraception
method, and ability to speak Spanish. Because SF was not normally distributed, a
logarithmic transformation (Log SF) was done and the correlation between Hb and
Log SF was plotted. To determine the prevalence of depleted iron stores, a cut-off
point of SF<12 µg/L was used. SF values of women with temperatures >37.5 C or
history of urinary, respiratory or gastrointestinal infection were considered to be
possibly falsely high. The proportion of women who received iron
supplementation, including the prescribed duration and schedule, was tabulated
stratifying by size of the locality. Pearson Chi-squared tests were used to detect
differences between categorical variables. ANOVA and Bonferroni post hoc tests
were used to identify mean differences. As for all other papers, the level at which
differences were considered statistically significant was 0.05.
The mean (SD) of the different anthropometric indexes used were
calculated and stratified by age and size of the community. Prevalence of stunting
in adolescents, as well as thinness and risk of overweight in adolescents, young
adults and adults were calculated using the cut-off points recommended by a WHO
expert committee (WHO, 1995). The anthropometric index height-for-age z-score
5. Focus groups:
Paper I:
Paper II:
Data analyses
®
°
42
Subjects and methods
(HAZ) was calculated using theANTHRO computer software. Pearson chi-square
and Fisher exact tests were used to calculate differences between categorical
variables. ANOVA and Bonferroni post hoc test were used to detect significant
mean differences.
The respondents' answers were coded and entered into databases
following the requirements of the analytical software ANTHROPAC (Borgatti,
1996). Analyses were stratified by age, locality size and interview language only
for women. Data were cross-tabulated in item-by-item matrices and their values
transformed to similarity proportions between items. The resulting similarity
matrices were analyzed separately by means of cultural consensus (Romney ,
1986) for the individual values for food perception, and by tabu search clustering
(Glover and Laguna, 1997) and multidimensional scaling (Kruskal and Wish,
1978) for the aggregated values for body shape perception.
The consensus analysis statistically measured the reliability of individual
informants in relation to each other and in reference to the group as a whole. It
created models of cultural consensus using a procedure adjusted for ordinal
responses (Romney , 1987) and generated a predictive model of responses
based on the correlation between the individual responses and the average group
response. In also included a factorial analysis of main components to group
individuals according to their responses. The goodness-of-fit test used to obtain
consensus required the 1 factor to be 3 times greater than the 2 factor, implying
high concordance of the responses of the informants (Weller and Mann, 1997).
The tabu search clustering produces a proximity matrix using an algorithm for
grouping together members that are most similar into blocks by searching for sets
of members that produced the smallest sum of within-block variances. Correlating
the block model against a “perfect” model assesses the goodness-of-fit. A fit
coefficient >0.43 was used, as no well-established criterion exists (Hanneman,
2003). Tabu search produced 2 clusters, one indicating the selected responses for
Paper III:
et al.
et al.
st nd
43
Subjects and methods
body shape perception. This cluster was classified as falling within 1 of 3 defined
groups: Thin-normal (women photo numbers 1-4), plump (5-7) and obese (8-10).
A 2-dimensional spatial representation of the similarities between items (i.e.
responses) was produced through the non-metric method (Kruskal and Wish,
1978) to obtain a separate source of validation for the body shape perception
responses. The idea was to plot the items on a map such that those items that were
perceived to be very similar to each other were placed near each other, forming
clusters. The degree of correspondence among the distances between items was
measured by a stress function (the smaller the stress, the better the representation).
A cut-off stress value of 0.13 for a 10-item representation was used (Sturrock and
Rocha, 2000).
Anthropometric indices were expressed in terms of mean Z-scores (SD)
using the Nutritional Anthropometry Program from EpiInfo. Results were
stratified by sex, age in years, and school. Analyses included descriptive statistics
for the micronutrient data. Logarithmic transformation was used to normalize
skewed vitamin B and folic acid distributions before statistical testing. Means
(SD) were calculated for capillary Hb and serum vitamin B , folic acid and zinc.
Data were stratified by sex and age group (6-8, 9-11 and 12-14 years) and by school
(only for Hb). SF, TfS and Hb data were combined and presented as proportions
falling within each specific iron nutrition category. ANOVA was used for multiple
comparisons of means and Newman-Keuls tests were used to investigate
differences between means. Chi-squared tests were conducted to identify
differences in proportions.
In the free listing, the foods mentioned by at least one-third of the mothers
were selected for the pair comparisons. Foods were ranked according to the
proportion of preference or selection by mothers in the pair comparison procedure
and the listing of foods to be added or deleted from the governmental basket. The
results from the semi-structured interviews were categorized and summarized by
strata for each of the topics covered. The focus group discussions gravitated
Paper IV
Paper V:
:
12
12
44
Subjects and methods
towards the results form the previous phases; every food was discussed in terms of
its adequacy for young children, its nutritional value, cultural acceptability, cost,
local availability, accessibility and consumption by other family members.
The aims of each study were explained to all potential participants along with the
fact that they were free to choose not to participate. The name of the participants
was not used, as a number identified them.
The Uppsala University Ethics Committee approved all studies presented in this
thesis, except for the qualitative study to redesign a food aid basket for young
children (Paper V), which was approved by the Ethics Committee at the Mexican
Institute of Public Health. Permission was also obtained by the local health
authority (Secertaría de Salud, Chihuhahua; Jurisdicción VII, Guachochi), and
when possible, traditional authorities were also asked for cooperation.
In the survey with Tarahumara women, participation required them to accept
having a finger pricked for capillary blood to be used to determine Hb and SF levels
(Paper I). As Hb determination took only 1-2 minutes, all women found to be
anemic received oral supplementation. We avoid undressing the women to be
culturally sensitive and made adjustments in their weights based on the average
weight of the type of clothing used (Paper II). The faces of the women who
provided consent to be photographed for the study on food and body shape
perceptions (paper III) were distorted using computer techniques to be
unrecognizable. Parents gave informed consent for all participating children, and
children themselves gave witnessed verbal consent (Paper IV). Experienced
medical personnel performed the venipuncture following the standard protocol.As
with women, all anemic children were supplemented with tablets of iron.
Ethical considerations
45
Subjects and methods
RESULTS
Iron deficiency anemia in women of fertile age
The overall prevalence of anemia (mean Hb±SD) in pregnant and non-pregnant
women was 25.7% (129.3±12.6 g/l) and 16.1% (140.2±16.1 g/l), respectively. The
lowest mean Hb, and highest prevalence of anemia was found in women pregnant
in the 3 trimester (124.8 g/l; 38.5%) and in those breastfeeding their babies during
the first 6 months after delivery (125.5 g/l; 42.9%). The best status was seen in pre-
menarcheal and post-menopausal women (Table 1).
Among non-pregnant women, those aged 12-29 years had a lower mean Hb and a
higher prevalence of anemia than women aged 30-49 years. Non-pregnant women
living in localities with 100 inhabitants had a significantly lower mean Hb than to
those in localities with 100 inhabitants.
rd
>
<
Results
46
Table 1: Distribution of non-altitude-adjusted hemoglobin (Hb) and prevalence of anemia (using altitude-adjusted cut-offs1) in Tarahumara women of northern Mexico
Severity of anemia2
Stratified category nMean Hb (SD)
in g/L Total Mild Moderate Severe
Pregnant women 35 129.3 (12.6) 25.7 17.1 8.6 -
1st-2nd trimesters 22 132.0 (11.4) 18.2 13.6 4.6 -
3rd trimester 13 124.8 (13.8) 38.5 21.1 15.4 -
Non-pregnant women 446 140.2 (16.1) 16.1 12.1 2.9 1.1
Pre-menarcheal 20 140.2 (13.4) 15.0 15.0 - -
Menstruating 234 142.0 (14.7) 13.2 9.4 3.4 0.4
Lactating <6 months 35 125.5 (27.4)* 42.9 25.8 5.7 11.4
104 138.0 (11.8) 18.3 15.4 2.9 -
Post-menopausal 53 146.6 (13.6) 7.5 7.5 - -
Age group
12 – 29 years 248 138.2 (16.1)* 19.7 14.9 3.6 1.2
49 years30 – 198 142.9 (15.7) 11.6 8.6 2.0 1.0
Size of the locality
<100 persons 342 141.0 (14.6) 14.6 12.6 1.2 0.6
104 137.7 (20.0)* 22.2 10.6 8.7 2.9
1 The Hb cut offs were calculated every 100 m using the formulas proposed by Cohen and Hass (1999).2 The cut offs for mild anemia at sea level for non pregnant and pregnant in the 1 Trimester were 100 -119 g/L and for- st
pregnant in the 2nd -3rd trimesters 100-119 g/L; the cut -offs for moderate and severe anemia at sea level in all women
were 80-99 g/L and <80 g/L, respectively (CDC, 1989).
* Statistically different Hb mean (p<0.05); ANOVA and Bonferroni were used.
100 persons
<
–
Lactating 6 months
<
–
Figure 1 shows a significantly positive correlation (0.31; p= 0.000) between Hb
and logarithmic transformation of SF (Log SF) in the subsample of 171 women.
Table 2 presents the relationship between anemia and depleted iron stores using the
whole subsample of women. Over half of the women had depleted iron stores,
whether anemic or not. Iron depletion was more common in anemic women,
although this difference was not statistically significant.
Figure 1. Correlation between Hb and log SF in the subsample of women (n=171)
Hemoglobin g/L
1801601401201008060
Log
SF
6
5
4
3
2
1
0
Table 2: Relationship between prevalence of anemia and iron depletion, measured as serum ferritin (SF) <12µ/L bypregnancy status in Tarahumara women of northern Mexico
Anemic
n (%)p-value *
Non-anemic
n (%)
Total
n (%)
Non-pregnant 23 132 155
SF <12µ/L 16 (69.6) 0.28 76 (57.6) 92 (59.4)
SF 12µ/L 7 (30.4) 56 (42.4) 63 (40.6)
Pregnant 3 13 16
SF <12µ/L 3 (100.0) 0.19 8 (61.5) 11 (68.8)
SF 12µ/L 0 (-) 5 (38.5) 5 (31.2)
* Pearson X2 was used
47
Results
Among the non-pregnant women, 6.3% had received iron supplementation within
6 months prior to the interview (localities with: 100 persons 8.6%, <100 persons
5.5%), compared to 25.7% of the pregnant women (localities with: 100 persons
57.1%, <100 persons 17.8%). Among the pregnant women, 10%, 33.3% and
30.8% received iron supplementation in the 1 , 2 , and 3 trimester, respectively.
Three iron tablets (75 µg elemental iron) per day were prescribed to 45.9% of the
supplemented women, and one per day to 48.6%. The prescribed duration of
supplementation was 1 month in 40.6% and 1-2 months in 29.7% of the women.
The prevalence of underweight was 1.4% in adolescents (12-17 years), 3.2% in
young adult women (18-24 y) and 0.8% in adult women (25-49 y). In adolescents,
the mean BMI tended to increase and the mean HAZ to decrease with age (Figure
2), but the BMI and mean HAZ were not statistically different between those who
lived in communities with <100 and 100 persons. The overall prevalence of
stunting was 47.2%.
>
>
<
st nd rd
Anthropometric status of women of fertile age
22.121.7
23.9
21.3
1918.2
15
17
19
21
23
25
12 (11) 13 (17) 14 (11) 15 (7) 16 (14) 17 (10)
Age in years (n)
M
e
a
n
B
M
I
-2.56
-2.25-2.07
-1.89-1.88
-1.13
-3
-2.5
-2
-1.5
-1
-0.5
0
M
e
a
n
H
A
Z
Figure 2. Mean body mass index (BMI) and mean height-for-age Z-score (HAZ)among Tarahumara adolescents by age
48
Results
<
The prevalence of “risk of overweight” was higher than the prevalence of obesity
in all non-pregnant, non-lactating women. There was a trend toward increased
prevalence of risk of overweight and obesity by age. Adults (35-49 years) had the
highest prevalence followed by young adults and adolescents irrespective of size
of the locality (Figure 3).
The prevalence of risk of overweight and obesity tended to increase with age in
both types of localities, but this trend was more marked for risk of overweight in
localities with 100 persons. When looking at adult women (25-49 y), a higher
prevalence of risk of overweight (BMI 25-30) was seen in women from localities
with 100 persons than in those with <100 persons (48.4% vs. 31.4%), but similar
proportions of obesity were seen in both types of localities (17.7% vs. 14.5%).
All of the women with type II diabetes had either risk of overweight (n=2) or
obesity (n=3), and of those with hypertension (n=9), four had risk of overweight
>
>
49
Results
15.6
15.8
0 0
23.5
2.6
5.9
31.4
48.4
17.7
14.5
14.5
12 – 17
18 – 24
25 – 49
Women’s agein years
< 100 100 < 100 100
Risk of overweight1
Obesity2
No. personsin the locality
5
10
15
20
25
30
35
40
45
50
Per
cent
age
1 For women aged 12-24 y BMI-for-age 85-95th percentile and for women aged 25-49 y BMI 25-29.92 For women aged 12-24 y BMI-for-age >95th percentile and for women aged 25-49 y BMI 30>
Figure 3. Prevalence of risk of overweight and obesity among Tarahumara women aged 12-49years of northern Mexico stratified by age and size of the locality
–
<
–
<
and other four had obesity. Overweight (BMI 25) was statistically and positively
associated with educational level, measured through either literacy (yes 60.6%, no
47.6%; p=0.04) or capability to speak Spanish (yes 59.3%, no 37.1%; p=0.003).
The predictive model of responses for food perception with consensus ratio is
presented in Table 3. For the topic “taste”, either mestizo or Western items were
selected before traditional items. Conversely, for the topics “preference”, “health”
and “regularity”, the response model was traditional-mestizo-western irrespective
of age and locality size. Spanish speakers tended to prefer mestizo or Western to the
traditional items. Cultural consensus (factorial ratio 3) was common for
“regularity , but less so for “health” and absent for the other topics.
The cluster identification via tabu search for body shape perception with fit
coefficient is presented in Table 4. For the trait “industriousness”, the cluster for
the perceived body shape thin-normal was seen in all stratified categories. For the
traits “beauty”, “health” and “motherhood”, the predominant cluster was plump
with some obese. No clear trends were seen by age or locality size in any trait
except for interview language. Obese women were selected by Spanish speakers
and plump women by non-Spanish speakers for the traits beauty , health and
motherhood (Table 4).
>
>
Food and body shape perceptions in women
”
“ ” “ ”
“ ”
Table 3. Predictive model of responses for food perception in women and consensus ratio for the topics covered stratifiedby age, locality size and interview language
Age in years Locality size Interview languageTopicscovered
16-30 31-45 46-60 <10 10-30 >30 Spanish Raramuri
Preference
Taste
Health ** **
Regularity ** ** ** ** ** **
Traditional–mestizo–western Mestizo–western–traditional
Western–mestizo–traditional Mixed responses ** Factorial ratio of consensus 3
50
Results
Similar clusters to those from the tabu search were visually observed in the MDS
for most of the results, namely, predominantly thin-normal women for
industriousness and obese versus plump in the Spanish and Raramuri speakers,
respectively.All representations showed a stress value <0.13
Table 5 presents the proportion of schoolchildren with anemia, wasting,
overweight and stunting. The prevalence of anemia using altitude-adjusted cut-
offs was 11.4% for boys and 14.5% for girls. It ranged from 6.4% in the school in
the gorge to 20.9% in the traditional school.
The overall prevalence of wasting was 1.1%. The prevalence of overweight was
4.6%, with no overweight found in the traditional school and 11.5% in the school in
the gorge. The prevalence of stunting ranged from 16.2% to 30.9% across the
schools, and it increased from 19.1% among children aged 6-9 years to 29.6% in
those aged 10-12 years. The prevalence of underweight and overweight in children
aged 10-14 years was 3.2 and 5.7%, respectively, using the CDC 2000 reference
data.
“ ”
Nutritional status of children at boarding schools
Table 4. Clusters identified via tabu search for body shape perception in women and fit coefficient* for the four traitscovered stratified by age, locality size and interview language
Age in years Locality size Interview language
Trait covered 16-30 31-45 46-60 <10 10-30 >30 Spanish Raramuri
Beauty
Health
Motherhood
Industriousness
Thin-normal (BMI 24)< Plump (BMI 24-32) Obese (BMI 32)> * All fit coefficients 0.43
51
Results
Table 6 presents the micronutrient assessment for vitamin B , folic acid, zinc, iron
(by means of SF) and iodine (by means of TGR). The overall prevalence of low
vitamin B level (<200 ng/dl) was 20.2% (marginal level 200-300 ng/dl: 27.3%),
with a statistically higher prevalence in children aged 10-14 y (45.8%) compared
to the other age groups. No children had serum folic acid concentration <3 ng/ml,
and only 3% had marginal values between 3-6 ng/ml. Most children had
potentially deficient serum zinc values <60 µg/dl. The total prevalence of iron
deficiency in the subsample, as measured by SF <12 ng/ml was 24.4%.
The TGR for the whole sample of children (n=331) was 5.4% (grade 1: 5.1%;
grade 2: 0.3%) with similar rates by sex and age group. All school kitchen salt
packages tested for iodine content contained >50 ppm.
12
12
percentile for
Table 5. Anemia and anthropometric status of Tarahumara children at indigenous boarding schools, stratified by sex, ageand school
Percent of childrenStratified groupAnemia1 Wasting2 Overweight3 Stunting4
Sex
Boys 11.4 0 4.8 21.7
Girls 14.5 2.2 4.4 22.8
Age (y)
6–9 14.2 1.1 4.6 19.1
10–14 11.6 (3.2) 5 (5.7)5 26.66
School
Better-off 13.0 0 2.7 17.2
Poor 16.9 0 3.3 30.9
Overcrowded 10.6 1.8 5.4 25.3
Traditional 20.9 4.0 0 16.2
Gorge 6.4 0 11.5 17.4
Total 13.0 1.1 4.6 22.3
1 Hemoglobin (g/L) cut offs at sea level, 6-11y: <115, 12-13y:- -<120, 14y: boys <130; girls <120 (CDC, 1989);
corrections for each school’s altitude were made (Cohen & Hass, 1999)(n=331).2 Weight-for-height z-score <-2Z (n=174, excludes children aged 10 -14y)3 Weigth-for-height z-socre >+2Z (n=174, excludes children aged 10 -14y)4 Height-for-age z-score <-2Z (n=301, excludes children aged 13 -14y)5 For chilren aged 10 -14y BMI-for-age <5th percentile was estimated for wasting and BMI- for-age >85th
overweight using the CDC 2000 reference data (n=155)6 Includes only children aged 10-12y (34/128)
52
Results
The 2-week recall of foods served at the schools showed that milk, meat, eggs,
cheese and fruit were regularly provided in all the schools. Fish was occasionally
served but poultry was not. Fresh foods, including fruits, were very seldom served.
In the free listing, the key informants mentioned a total of 31 foods thought to be
the most appropriate for children aged 6-36 months. Those mentioned by at least
one-third of the informants included (an edible green wild plant), beans,
, (a traditional toasted maize powder prepared as gruel), wheat noodles,
potatoes, green peas, chicken broth, eggs, maize (a round thin cake of
unleavened cornmeal), coffee, broad beans and sardines.
As shown in Table 7, no major differences in the selection of food by level of
marginalization of the respondents were identified in the pair comparison
procedure; potatoes, broad beans and noodles were the most preferred foods in
Food Group A, and eggs, and green peas for Food Group B across the 3
strata. The traditional foods and received low rankings among
respondents' preferences.
Foods selected for the food basket for young children
quelite
pinole
tortilla
tortilla
quelite pinole
53
Results
Table 6. Micronutient deficiencies in the subsample (n=99) of Tarahumara children at indigenous boarding schoolsstratified by sex, age and school
Percent of children
Stratified group Vitamin B12
<200 ng/dl
Folic acid
3-6 ng/ml1
Zinc
<60 µg/dl
Iron (SF2)
<12 ng/ml
Iodine
TGR3
Boys 22.2 2.2 85.7 20.5 3.8
Girls 18.5 3.7 75.9 27.5 5.8
Age (y)
6–8 14.7 0 87.9 23.5 4.8
9–11 9.8 4.9 82.1 27.3 5.2
12–14 45.8* 4.2 66.7 21.7 5.8
Total 20.2 3.0 80.2 24.4 5.41 No children had a serum folic acid level <3 mg/ml2 Serum ferritin as an indicator of iron depletion3 Total goiter rate was evaluated in the whole sample of children (n=331)
* Statistically different proportion (p<0.05); X 2 test was used
Sex
Regarding listing of foods to be added or deleted from the government food basket
the 3 foods most often added were beans, green peas and potatoes, almost
irrespectively of level of marginalization of the respondents (Table 8). Although
not selected by all mothers in the 3 strata, wheat flour, milk, eggs, broad beans and
oats were also mentioned. Canned sardines, cookies, lard, and chocolate powder
were the foods most often deleted, while wheat noodles, maize, sugar, and salt
were the least deleted.
The revealed no uniform criteria about the age when
complementary feeding should be initiated. Mothers for the middle and highly
marginalized strata mentioned very few appropriate foods for complementary
feeding and knew very few preparation methods. Harmful beliefs regarding
withholding food to young children during illness were seen among highly
marginalized respondents. Harmful beliefs were also associated with
simultaneous complementary feeding and breastfeeding by several mothers from
semi-structured interviews
Table 7. Proportion of respondents showing preference for each food when matched with each other food within eachgroup in pair comparisons by level of marginalization*
% Preferred by level of marginalization of the respondentsFood group
High Middle Low Total
A
Potatoes 76 75 72 74
Broad beans 58 76 88 74
Noodles 60 60 54 58
Chicken broth 56 51 54 53
Quelite1 26 16 24 22
Coffee 26 20 4 17
B
Eggs 75 82 87 80
Tortilla2 62 67 62 64
Green peas 58 45 58 53
Beans 42 36 44 40
Pinole3 42 22 40 34
Sardines 24 47 9 27
1 Edible green wild plant, spinach-like (Amaranthus palmeri)2 A round thin cake of unleavened cornmeal3 Toasted maize powder, prepared as gruel* Based on the number of houses in the community, its accessibility, and the ratio of Tarahumaras to mestizos
54
Results
the middle and highly marginalized strata. Otherwise, no differences in the
responses across the marginalization strata were identified for other topics.
Breastfeeding up to 2 years was common, mothers used the same utensils to feed
their children, and a liquid or semi-liquid consistency of the food was considered
appropriate to feed young children in all strata.
Based on the focus group discussions (Table 9), nine culturally acceptable were
proposed for the food basket for young children: beans, broad beans, green peas,
potatoes, skim milk powder, wheat noodles, maize flour, sugar, and iodized salt.
Table 8. Proportion of food items selected to be added and deleted from the government food basket to feed children1 2 3
between 6 months and 3 years by level of marginalization4
% Selected by level of marginalization of the respondentsFoods
High Middle Low Total
Added
Beans 50 73 80 67
Green peas 40 90 45 58
Potatoes 60 60 36 52
Wheat flour 30 0 55 28
Milk 50 30 0 27
Eggs 0 40 36 25
Broad beans 30 0 36 22
Oats 30 0 36 22
Deleted
Canned sardines 100 100 100 100
Cookies 80 80 100 87
Lard 70 70 90 77
Chocolate powder 60 60 60 60
Salt 50 70 50 57
Sugar 50 60 50 53
Maize flour 40 40 70 50
Wheat noodles 20 10 20 17
1 “If you could add foods to the basket, which foods would you add?”2 “If you had to delete foods from the basket, which ones would you prefer to delete?”3 Chocolate powder, cookies, lard, maize, noodles, salt, sardines and sugar4 Based on the number of houses in the community, its accessibility, and the ratio of Tarahumaras to mestizos
55
Results
Table 9. Results from the focus groups discussions with Tarahumara women with young children
Foods
retained
from the
government
basket in
the proposed
basket
Maize flour: A staple food in the Tarahumara diet. Well accepted by young children in differentpreparations. Maize is easy to grow.Noodles: Preferred for children but eaten by all family members. Mothers like its easy preparation,consistency and low price.Salt: Considered a necessary ingredient in food preparation (“children don't eat without it ).”Sugar: A multi -purpose ingredient very often mentioned in liquid preparations for young children.Considered very expensive.
Culturally
accepted
foods to be
included in
the proposed
basket
Beans: Beans are also base of the Tarahumara diet in different preparations, easy to grow and wellaccepted by young children.Broad beans: Mothers like its consistency and ease of preparation. Very well accepted for childrenand easy to grow.Green peas: Easy to grow and to prepare, and have a soft consistency. Very well accepted by youngchildren.Milk: Associated with children’s growth, and therefore it is widely used for children of all ages, butespecially for young children.Potatoes: Very good for children, but they are consumed by all the family. Mothers like their softconsistency and preparation.
Foods not
retained from
the government
basket in the
proposed
basket
Cookies: Regarded as candy, hence associated to tooth damage.Chocolate powder: Not well known, so it is little used. It is difficult to obtain and expensive.Lard: Related to preparation of adults’ foods, seen with reticence for small children for they may“get sick”.Canned sardines: Well accepted by adults, but not children. “With sardines children may getdiarrhea”.
Culturally
accepted
foods not
included in
the proposed
basket
Eggs: Considered as a very nutritional food for small children, but most mothers recognized that it isdifficult to transport.Chicken broth: Although prepared when a chicken or hen is killed, it is well accepted andconsumed by all family members.Pinole: Mothers feel they show their care for their family by preparing this traditional gruel. Aftertwo days it gets rancid.Squash: Although not a favorite food, it is accepted by children, but available only in season.
Other foods
not included in
the proposed
basket
Quelite: Mothers do not want to receive this edible green spinach-like wild plant, because it isreadily found nearby, and because young children can choke on it or get diarrhea.Coffee: Although very well accepted by adults, mothers revealed that it is not acceptable for youngchildren.Oats: Require special preparation for children, and even so, young children can choke on it.
56
Results
DISCUSSIONAND CONCLUSIONS
Nutritional status of Tarahumara women
The National Nutrition Surveys (NNS) from 1988 did not sample indigenous
women from the northern region of the country (Sepúlveda-Amor, 1990). Thus the
present study presents the first population-based data on nutritional status for
Tarahumara women of reproductive age.
The fact that it was not possible to attain a random sample for the whole population
due to the lack of a reliable sampling frame may raise some legitimate concerns
regarding the external validity of the results. Although we used a two-stage
probability proportional to size stratified systematic sampling strategy -a form of
probabilistic sampling- to reduce sampling bias in localities with more than 50
inhabitants, quota sampling had to be used in localities with less than 50
inhabitants because it did not require a list of potential respondents; thus, it was not
based on random selection. Instead, respondents who fit into the predetermined
sampling criteria were surveyed until the quota was filled.
An additional limitation pertains to the fact that the study area only covers one-
third of the total Tarahumara population. The reasons for not having attempted to
sample the whole population relates mainly to geographic and demographic
difficulties (~20 000 women living in several thousand localities distributed in an
area the size of Denmark), which translate to important budgetary and timing
constraints.
The results of our survey regarding anemia can be compared to those from the NNS
of 1988 among indigenous women (Martínez , 1995). At national level, the
prevalence of anemia was 24.8% for non-pregnant and 22.9% for pregnant
indigenous women, compared to 16.1% and 25.7% in our sample, respectively.
A comparison can also be made with Mexican women from the recently published
Iron deficiency anemia
et al.
Discussion and conclusions
57
results from the NNS of 1999 (Shamah-Levy , 2003), one year after the
Tarahumara study was carried out. Nationwide the prevalence of anemia for
indigenous women was 24.8%. Although no estimates for indigenous pregnant
women were presented, the prevalence among pregnant rural women in general
was 28.0%.
These comparisons suggested that the prevalence of anemia in Tarahumara women
of reproductive age was either similar or lower than the national estimates. This
finding was not anticipated, given the enormous socioeconomic segregation of the
Tarahumara. However, this could reflect a possible sampling bias toward a better
off segment of the community. Also, the IDA study included relatively few
pregnant women (n=35). Thus prevalence estimates are rather unstable for Hb, and
especially for SF (n=16).
On the other hand, women at the peak of their reproductive life had the highest
prevalence of anemia; 38.5% among pregnant women in their 3 trimester and
42.9% in those lactating during the first 6 months after delivery.
Also contrary to expectations, mean Hb among non-pregnant women was
significantly higher and the prevalence of moderate and severe anemia
significantly lower in women living in localities with 100 persons than in those
living in localities with 100 persons. The significant effect of locality size was
corroborated later in a regression analysis (Monárrez-Espino, 2003) after
adjusting for various independent variables.
Parasitic diseases such as hookworm, not evaluated in the survey, are known
causes of anemia (Stephenson, 1993; Stoltzfus, 1997; Stephenson, 2000) and
could partially explain the differences found. Whereas one might expect higher
infection rates in smaller communities, as parasites are found in the more deprived
and marginalized settings, they can be more common in crowded environments.
et al.
rd
<
58
Discussion and conclusions
<
Dietary intake of iron in these women was not measured. Meat, as source of haem
iron, is costly and traditionally eaten mainly on ceremonial occasions. Still, on the
whole, meat is more commonly eaten in the better off and larger localities. But
perhaps factors that influence non-haem iron absorption could also help explaining
this differential. For instance, women in smaller communities might eat more wild
plants and fruits like berries with high contents of ascorbic acid, a powerful
enhancer of non-haem iron absorption (Hallberg , 1986). In addition, women
in larger villages might drink more coffee containing phenolic compounds that
inhibit iron absorption (Brune , 1989).
Cultural explanations should also not be ruled out. For instance, women living in
small localities possibly drink more “tesgüino” than those in the larger localities.
This traditional Tarahumara beer is a thick and nutritious brew made from
fermented corn prepared in iron containers. There is evidence that extrinsic iron
from the surface of cooking vessels used to brew traditional alcoholic beverages,
as in some southern African tribes, can add up to 100 mg to the daily iron intake
(Charlton , 1973). More research to illuminate these factors would thus be
valuable.
Based on these cross-sectional data, pregnancy appears to have an important
impact on the Hb and anemia levels of these women, lasting into the first months of
lactation. The high prevalence of severe anemia among lactating women during
the first 6 months after delivery (11.4%) was also possibly due to high blood losses
at delivery, particularly considering that 73% of the Tarahumara children are born
at home with no any health care attention whatsoever (Monárrez-Espino, 1998).
The majority of the anemia was related to iron depletion (SF<12 µ/L) in both non-
pregnant (69.6%) and pregnant (100%) women. This is consistent with the
common finding that for every case of IDA found in a population, there are at least
2 cases of non-anemic iron deficiency (INACG and WHO, 1989). However, most
of the women were iron-depleted whether anemic or not, making it difficult to
know the role of iron in this anemia.
et al.
et al.
et al.
59
Discussion and conclusions
SF values were obtained from a non-random but probably non-selected subset of
women due to the need to develop the field technique for the DSS during the early
stages of the study. Although no statistically significant differences were seen
between the mean Hb from women with and without SF values, selection bias
affecting the prevalence of iron depletion cannot be ruled out.
Very few women had received iron supplementation within 6 months prior to the
interview, especially in the small localities. In spite of the Mexican technical norm
for prenatal consultation stating that all women should receive iron
supplementation during the last trimester of pregnancy (SSA, 1993), only 30.8%
received it in the present survey. The fact that almost half the supplemented women
received 3 high-dose tablets per day (each tablet containing 25% more iron than
that recommended) suggested a delay in the implementation of the more recently
recommended single dose per day schedules (Stoltzfus and Dreyfuss, 1998). This
could cause more side effects, leading to problems with compliance, as well as
representing a waste of economic resources.
These findings point to the need to improve not only the coverage, but also the
quality of health care, in particular for pregnant women living in small
communities. Prophylactic treatment should be given throughout pregnancy and
for the first 3 to 6 months after delivery.
In Mexico as a whole, where most deliveries are carried out in hospitals, it has been
calculated that 25% of the maternal deaths among hospital deliveries are due to
hemorrhage during the delivery period (Reyes, 1994). Although the maternal
mortality rate in the Tarahumara has never been determined, it is high in many
predominantly indigenous municipalities in the country (SSA, 1999).
The relatively high prevalence of anemia among pregnant women reported here,
along with closely spaced pregnancies, poor prenatal care coverage and the high
levels of home delivery mentioned above pose significant risks for the mother and
60
Discussion and conclusions
baby during the perinatal period. Improving the mothers' Hb status prior to the
delivery maybe one crucial way to diminish their risk of dying during delivery.
The laboratory method used to measure SF spotted on filter paper reported a very
high correlation (r=0.99; p=0.0001) with the conventional analytical technique
(Ahluwalia , 1998). However, this method was evaluated using venous blood
instead of capillary blood and was carried out under laboratory conditions and not
under those in remote field settings where the method could be particularly useful.
For these reasons, we developed the adaptations needed to spot serum from
capillary blood under field conditions in a very remote setting such as in the Sierra
Tarahumara and presented them at a International Nutritional Anemia
Consultative Group Symposium (Monárrez-Espino , 1999). This led us to
make the following observations:
1. Even though using filter paper avoids the need for a cold chain, the
samples still need to be centrifuged. Transporting and employing a
centrifuge and source of electricity can be difficult in isolated locations.
2. Breaking the capillary tube accurately between the serum and the cell
layer can cause spillage, especially if done by a poorly trained person.
3. Extracting accurately 20 µl of serum can only be done using a specialized
micropipette fitted with a precision micrometer adjustment device;
otherwise, some measurement error should be expected.
4. The capillary tubes must be centrifuged immediately to keep the blood
from clotting within the small diameter of the tube, obstructing the
separation of the serum. Using tubes with anticoagulant solves this
problem, but measuring ferritin in plasma rather than serum results in
higher within- and between-sample variations (Pootrakul , 1983).
5. The technique requires several drops of free flowing capillary blood (the
first is wiped off, the second is used for measuring Hb, and the last 3-4 are
Field technique for capillary DSS
et al.
et al.
et al.
61
Discussion and conclusions
needed to fill the 75 µl capillary tube), requiring a deep prick with a long-
tip lancet. A shallow finger prick is often considered less invasive and
more acceptable than drawing venous blood, but this is questionable when
a deep prick to obtain 6 or more drops is taken. Many of the surveyed
women stated that finger pricking was more painful than having venous
blood drawn.
6. The proportion of serum diminishes as the Hb concentration increases;
thus, in persons with adequate Hb levels, a larger volume (i.e. more drops
of blood) is needed to obtain the minimum 20 µL of serum required for the
analysis.
7. SF values may be spuriously high due to recent infections, as serum
apoferritin is an acute-phase reactant protein that increases in response to
inflammation (Birgegård ., 1978; Worwood, 1990), limiting its
interpretation in areas with high infection rates (INACG and WHO, 1989).
Measuring C-reactive protein is often used to control for this. However,
there is currently no filter paper method to test it.
Recently, a validation study for ferritin in capillary DSS reported a high correlation
(r=0.86; p=0.0001) with the traditional SF method (Ahluwalia , 2002) and
based on this encouraged researchers to utilize the DSS in field surveys. However,
we warned (Monárrez-Espino and Greiner, 2002) that the concerns described
above need to be taken into account in deciding whether to use this method.
The prevalence of thinness in adolescent, young adult, and adult women was very
low and should not be considered a problem of public health importance (Shetty
, 1994).
The high prevalence of stunting among adolescents (47.2%) may reflect not only
prior chronic undernutrition but also retardation in growth velocity during the
adolescent growth spurt. The absence of maturational indicators makes it difficult
et al
et al.
et
al.
Anthropometric status
62
Discussion and conclusions
to determine whether this was the result of genetic expression or due to
environmental influences. Nevertheless, any intervention will provide benefit
only if sufficient time remains before maturation for response to occur.
Interventions should therefore focus on pre-menarcheal girls in whom the
adolescent growth spurt is yet to occur (Martorell, 1992; Largo, 1993; Proos,
1993). On the other hand, short stature that carries on into adulthood is associated
with an increased risk of adverse reproductive outcomes. Risks of low birth
weight, cephalopelvic disproportion, dystocia, and cesarean section are increased
in shorter mothers (Camilleri, 1981; Harrison, 1990).
The prevalence of risk of overweight and obesity in rural women aged 12-49 years
at national level was 27.6% and 16.8%, respectively (Rivera-Dommarco ,
2001), compared to 26.8% and 11.8%, in the Tarahumara women of the same age.
This 5% difference in the prevalence of obesity among the Tarahumara, when
compared to the rural Mexican population is smaller than what might be expected
considering the important differences between these populations' life styles.
The results can also be compared to that reported in other American Indian groups
ethnically related to the Tarahumara. For instance, the prevalence of BMI 27( 85
percentile) in adult Navajo (62%) (Knowler , 1991) and Pima (87%) (White
, 1997) women was nearly twice that of our sample (35.9%). For other North
American Indians, a number of studies have documented a dramatic change in
dietary and physical activity patterns (Fontvieille , 1993; Smith , 1996;
Ballew , 1997). Although the Tarahumara appear not yet to be a victim of
“Westernization” at the level of other American Indians in the U.S., the data
presented here might reflect the beginning of a change.A“Mestizoization” of their
dietary and activity patterns could constitute an initial step in this process.
However, there are no previous surveys on which to base estimates of historic
trends in the anthropometric indices of the Tarahumara.
One Study in the early seventies assessed the composition of the diet of 372 semi-
et al.
et al. et
al.
et al. et al.
et al.
th
63
<
Discussion and conclusions
acculturated Tarahumaras, concluding that it was low in fat and cholesterol
(Cerqueira , 1979). In another study, 13 Tarahumara Indians were fed for 5
weeks with a hypercaloric diet typical of a more affluent society showing a
dramatic increase in plasma lipid and lipoprotein levels and in body weight
(McMurry , 1991).
The Tarahumara traditional diet, based on ethnographic observations, consists
chiefly of roasted and ground, or boiled food, with very little meat or animal fat.
However, there has been an increasing influence from the outside world in recent
decades. The construction of a rail line, unpaved roads, and a modern highway
connecting this area with important cities has brought, among other things, the
establishment of many governmental and private stores that sell food products to
both mestizo and Tarahumaras.
Anthropometric data were stratified by community size (measured by the number
of people or households), as this relates to the geographical isolation of the
localities, in turn affecting their access to public or private services. For instance,
the transportation infrastructure only reaches the larger villages, so that people
from the small communities often have to travel several kilometers to reach a
health or educational facility. Community size also relates to the proportion of
mestizos living in the localities; the larger the locality, the larger the proportion of
mestizo inhabitants, and thus the influence of mestizo culture.
The Tarahumara in small communities might not have picked up mestizo customs
such as frying with lard, or including meat as a common feature of their meals, as it
is eaten mainly on ceremonial occasions and is usually prepared by boiling
(Kennedy, 1978).
In adolescents, the prevalence of risk of overweight and obesity was not associated
with community size. However, relevant differences were identified among young
adult and adult women. The prevalence in the risk of overweight was 14.5% in
et al.
et al.
64
Discussion and conclusions
young adult and 31.4% in adult women in communities with <100 inhabitants. In
localities with 100 persons, the risk of overweight was 23.5% and 48.4% in
young adult and adult women respectively, but no conspicuous differences were
seen in the prevalence of obesity.
The increased prevalence of overweight with age in adolescent and young adult
women could in part be due to changes from a child's to an adult diet, to cumulative
weight gained in previous pregnancies, and to a decrease in physical activity
(Bouchard, 1991).
It was worth noting that almost all reported diabetic or hypertensive women in the
study were either overweight or obese. Glucose tolerance tests and repeated blood
pressure measurements in a representative sample are needed to identify the
prevalence of these diseases among Tarahumara women.
Education, as reflected by literacy and bilingualism was positively associated with
the risk of overweight and obesity. This also supports the hypothesis that
acculturation increases the risk for obesity, since speaking Spanish is linked to the
appropriation of many elements of the mestizo culture (Arrieta, 1984).
In this study, data were obtained from structured interviews of the type commonly
used in cognitive anthropology to facilitate an ethnographic description with
regards to food and body shape perception, as dimensions contributing to the role
that Western acculturation could be playing in increasing overweight in the
Tarahumara women.
Cognitive anthropology emphasizes systematic data collection in an effort to attain
reliable and valid results (D' Andrade, 1995). However, the exploratory nature of
the study and our incomplete appraisal of the difficult topic of diet acculturation
can only illuminate a portion of the cultural elements that could be related to the
overweight found in the Tarahumara adult women.
>
Perception of food and body shape
65
Discussion and conclusions
Conducting in-depth interviews or administering structured questionnaires to the
Tarahumara can be indeed problematic. The illiteracy of the respondents, their
relative uncommunicativeness, reticence towards outsiders (“chavochi”), and the
frequent need to translate the responses can threaten the validity of such data. For
these reasons, we used semi-structured interviews in a very simple format through
which respondents could transmit their views.
We analyze the data using different statistical procedures adjusted for small
samples to summarize and organize the perception patterns across the stratified
categories to efficiently handle and interpret the large amount of data that were
generated.
The link between Spanish language capacity and the desire to eat mestizo and
western food suggested a process of western acculturation implying a progression
towards a diet higher in fat and empty calories. Indeed, speaking a “foreign”
language has been considered one of the most important elements of acculturation
(Padilla, 1980).
Respondents, including men, judged mestizo and western foods as tastier than
traditional foods but no basis for preferring these foods was expressed. One would
expect preference to relate to the organoleptic properties of foods. Possibly taste
plays a less important role than the desire to eat food linked with other traits such as
traditional values, low cost, health, or availability.
The lack of cultural consensus for the topics “preference”, “taste” and “health”
suggested an ongoing but incomplete process of acculturation in perceptions
related to diet, but the fact that cultural consensus was present for “regularity”
suggested that acculturation has not yet impacted on the diet itself.
As to body shape perceptions, Spanish speakers consistently preferred obese
women for the topics beauty , health and motherhood compared to“ ” “ ” “ ” Rarámuri
66
Discussion and conclusions
speakers who selected plump (lower BMI but still overweight) women. This
coincides to the higher prevalence of overweight and obesity seen in Spanish
speaking women compared to speakers (59.3 . 37.1%; p= 0.003)
(Monárrez-Espino and Greiner, 2000).
A corpulent body shape could still symbolize wealth and status in the mestizo
society, where the Western ideal of female slimness has perhaps not yet penetrated.
For the Tarahumara, thinness relates to poor nutrition and poverty, and those who
speak Spanish might be approaching the mestizo ideal but not yet the Western.
The Tarahumara perception that plump women are prettier coincides with
anthropological observations made about the Tarahumara over two decades ago:
“…physical attractiveness is important, with youth, plumpness, and regular
features as the most desired qualities in women” (Kennedy, 1978).
Most respondents selected thinner women for the trait “industriousness”.
Although they could have been conscious of the link between physical activity and
body weight, we did not know whether they perceived thinner women as capable
of working harder or if working harder was thought to lead to a thinner body shape.
The multidimensional scaling (MDS) showed very similar cluster representations
to those identified via tabu search. These similarities reinforced our confidence in
the validity of the observed patterns.
Age and size of locality did not show trends for either perception dimension
studied. Age relates in opposite directions to the preference for traditional values
and the time exposed to a foreign culture. Smaller localities may have less
influence from the foreign culture and yet may have a greater need to migrate
temporarily during difficult times. Thus perhaps factors acting in opposite
directions have cancelled each other out.
Rarámuri vs
67
Discussion and conclusions
In conclusion, speaking Spanish appears to be a central element of dietary
acculturation in the Tarahumara. This could be leading to changes in the perception
of diet and body shape eventually contributing to a possible increase of overweight
among adult women. A steadily increasing proportion of new generations of
Tarahumaras are learning Spanish and becoming more and more influenced by the
Mexican culture (Arrieta, 1984). This trend could be leading to an increase in the
prevalence of obesity and its consequences. Interventions to prevent obesity
among Tarahumara women should take this into account.
Educating the community about diet and activity through culturally appropriate
means, identifying non-traditional foods that are associated with lower health
risks, encouraging prudent food choices from the traditional diet, and focusing
these efforts towards younger adults and school-aged children should be part of a
systematic effort to prevent obesity among these women.
Possible modification of physical activity levels among the Tarahumara, resulting
from the introduction of mestizo and western cultural elements has not yet been
studied. The role of circular migration, the exposure to the media, and the role of
men as carriers of diet acculturation also need further clarification.
In recent decades, the National Indigenous Institute has promoted the nutritional
development of nearly 3000 indigenous children living in highly marginalized
areas with extreme poverty in the Sierra Tarahumara through providing free food
in shelters located close to boarding school premises.
However, no scientific efforts had been made to identify nutritional problems
present among these children nor to compare their status with that of other rural
Mexicans. For that reason, a comprehensive diagnostic survey to document
potential growth retardation and micronutrient deficiencies in children attending a
selected sample of schools was carried out.
Nutritional status of schoolchildren
68
Discussion and conclusions
Wasting (6-9 years: 1.1% <-2 SD) and underweight (10-14 years: 3.2% <5
percentile) were low, similar to that reported for rural children nationwide in the
NNS from 1999 (5-11 years: 0.9% if <-2 SD and 2.5% if <5 percentile) (Rivera-
Dommarco , 2001). Also, the prevalence of overweight in children aged 6-9
years (4.6% >2 SD) was similar to that of rural children at national level (5-11
years: 5.3%) (Rivera-Dommarco , 2001). But it was considerably higher than
levels previously reported in Tarahumara children aged <5 years (0.7%) from a
population-based study (Monárrez-Espino and Martínez, 2000). Moreover, the
prevalence of overweight in Tarahumara schoolchildren aged 10-14 years (5.7%
>85 percentile) was half of the reported prevalence of overweight among rural
Mexicans from a similar age group (10-11 years: 12%) (Rivera , 2001).
Besides, Tarahumara school-aged children have only one-third the prevalence of
overweight (14.3%) seen in female Tarahumara adolescents from the study with
women of fertile age included in this thesis (Monárrez-Espino and Greiner, 2000).
On the other hand, the prevalence of stunting (6-12 years: 22.3% <-2 SD) also
resembled levels reported for rural Mexicans (5-11 years: 28%) (Rivera ,
2001), but contrasted with that of Tarahumara preschool children ( 60%)
(Monárrez-Espino and Martínez, 2000), and female adolescents (47.2%)
(Monárrez-Espino and Greiner, 2000).
Thus, on 2 critical indicators, overweight and stunting, the children from this
sample of indigenous boarding schools were similar to rural Mexico as a whole,
but substantially different from population-based findings for slightly younger and
older Tarahumara children.
Nutritional stunting in particular cannot change from a prevalence of >60% in 4-5
year olds to <25% in 6-7 year olds in the same population. The preschool children
studied were on average 6 years younger than the boarding school children, but
were studied 6 years earlier in time, and thus were essentially the same cohort.
Death rates cannot explain much of this difference.
th
th
th
et al.
et al.
et al.
et al.
69
~~
~~
~~
Discussion and conclusions
Thus it is likely that the boarding-school children are not representative of
Tarahumara school-age children as a whole, but represent instead a select group
benefiting from this program that, although not more privileged than average rural
Mexicans, is among the better-off groups among the Tarahumara. Thus the
boarding schools are almost certainly missing major target groups.
Stunting reflects long-term cumulative effects of socioeconomic, health and
nutrition inadequacies that occurred earlier in life (WHO, 1995). As would be
expected, we found the highest prevalence of stunting in the school predefined as
“poor” (30.9% <-2 SD), and the opposite in the “better-off” (17.2%). While there is
evidence that some catch-up is possible, this can be achieve only if the growth-
limiting factors are remedied early in the preschool period (Largo, 1993).
The 13% prevalence of anemia in Tarahumara schoolchildren was clearly lower
than the reported in the NSS for rural children (5-11 years: 21.9%) (Rivera-
Dommarco , 2001) and slightly lower than that found in adolescents (12-19
years: 18.5%) from the population-based survey with Tarahumara women
(Monárrez-Espino , 2001).
In the NNS, the prevalence of iron deficiency (TfS<16%) in children aged 5-11
years living in northern Mexico ranged from 35.3-52.6% (Rivera-Dommarco
, 2001), yet in this survey it was 22.7% using the same cut-off and age group
definitions.
The lower proportions of anemia and iron deficiency found in these Tarahumara
schoolchildren may partially relate to the selection bias discussed above. But the
fact the schools serve meat regularly, which contains highly bioavailable haem
iron, may also be contributing to the lower levels of deficiency observed.
The presence of enhancers and inhibitors of iron absorption in the diet could also
have played a role. For example, the school located in the gorge presented the
et al.
et al.
et
al.
70
Discussion and conclusions
lowest prevalence of anemia (6%). Typically, people from the gorges grow -and
presumably eat- more vegetables and fruits than those form the mountains,
including guava, oranges, limes, and berries, all rich in vitamin C.
Although accurate diagnosis of folate and vitamin B deficiency is difficult
because no test can reliably serve as a gold standard (Snow, 1999), the results
indicate that deficiency of folic acid is unlikely since all children presented values
well above the established lower cut-off, and very few (3%) had marginal levels.
Our finding that 20.2% of the children had low serum vitamin B values was
similar to levels found in Mexican children by others (Figueroa-Sandoval
1975; Allen 1995; Murphy 1995). However, serum vitamin B
measurements have problems with binding proteins and inconsistencies between
the vitamin concentration and its metabolic products. Therefore methylmalonic
acid and homocysteine assays should be used in any follow-up study, as these have
a higher diagnostic utility than the method we used (Klee, 2000).
Although good animal sources of vitamin B including meat, milk, cheese and
eggs appear to be frequently consumed by the schoolchildren, accurate estimations
of the daily intake of B are necessary to rule out inadequate dietary intake. The
results presented here suggest that older children especially might not be meeting
their dietary needs. Other possible causes of vitamin B deficiency including
malabsorptive conditions and bacterial overgrowth also need to be explored.
Research is also needed to evaluate the presence of symptoms associated with
vitamin B deficiency.
There are no generally accepted, reliable biomarkers of zinc status. Serum zinc is
not always a trustworthy indicator of body zinc stores, as the concentration in
tissues is many times larger than in serum.Also, minor changes in uptake or release
of zinc from the peripheral sites can have a major effect on the serum concentration
(WHO, 1996). Nevertheless, serum zinc is though to be useful at population level
(Brown , 1998; Brown and Wuehler, 2000).
12
12
12
12
12
12
12
et al.,
et al., et al.,
et al.
71
Discussion and conclusions
In the NNS, the proportion of rural children aged 5-11 years with serum zinc values
<65 µg/dl ranged between 28.3-41.1% (Rivera-Dommarco , 2001), compared
to 85% in the present study, suggesting that zinc deficiency may be a problem in
these Tarahumara boarding school children. About one-third of rural children in
the NNS did not meet the recommended daily allowances for zinc (Rivera-
Dommarco , 2001).
ATGR of 5.4% adds to other evidence that goiter is still potentially a public health
problem in certain populations in Mexico (Martínez-Salgado , 2002). Even if
the iodine content in the salt packages tested at the schools was >50 ppm,
insufficient iodine intake or interference from goitrogens, especially the popular
local brassicas, cannot be completely ruled out. Similar kits were previously used
to determine the iodine content in salt from 133 Tarahumara households located in
Guachochi municipality revealing that 19.5% contained no iodine (1998,
unpublished data). These schoolchildren eat at home on almost half the days of the
year. In addition, the effect on iodine in salt of prolonged cooking, a common
practice at the schools, could also contribute. A careful evaluation, including
urinary iodine levels and the possible presence of goitrogens in the diet, needs to be
done.
The foods served in the schools were similar, as all received the same foodstuffs for
cooking. Differences were observed mainly in how foods were prepared, with
some using more traditional methods than others. However, the food inventory
method used did not measure the children's dietary intake at the school nor did it
account for the foods eaten outside the school. These factors may also relate to the
differences seen in micronutrient serum concentrations.
This is the first nutritional survey conducted among Tarahumara children from
boarding schools served by INI. The study identified various nutritional
deficiencies, pointed out possible explanations, and established baseline data to
which future studies in these schools can be compared.
et al.
et al.
et al.
72
Discussion and conclusions
In conclusion, nutritional underweight and stunting were similar to those reported
in rural localities at national level, but overweight was less prevalent in children
aged 10-14 years. Deficiencies of zinc and vitamin B were identified, but the
prevalence of anemia and iron deficiency were lower than expected. These results
should raise a note of caution for public and private organizations serving marginal
populations.
However, these results also suggest that children attending the boarding schools
might be the better-off than most other Tarahumara children from these areas,
pointing to the need of actively recruiting the worse-off children.
Although supplying food aid is neither the only nor the most important way to
combat malnutrition, direct food aid (food distributed to be consumed in addition
to food purchased or produced by the household) has a number of advantages over
other types of assistance to improve the nutrition of a vulnerable population
(Katona-Apte, 1993).
Although food aid can make a large impact in the case of wasted children, it cannot
alone solve the multifactorial problems of malnutrition. Food aid needs to be
combined with other efforts such as improved agriculture, health, and education to
be most effective in defeating malnutrition. Yet, it is still common for some
governments to make a simplistic assumption that distributing food to affected
groups can solve nutrition problems, including stunted growth.
It should be noted that most nutrition interventions, including those related to
behavior change, require a level of infrastructure and human resources impossible
to mobilize in a setting such as the Tarahumara where the affected families live
mainly in very isolated and scattered villages, each composed of a few dozen
relatively uneducated people. Thus the food basket was considered to be at least
one useful effort to assist these families. The study focused on one simple and
12
Qualitative methods to redesign a food basket
73
Discussion and conclusions
feasible way in which it might be improved, namely, increasing the likelihood that
the food is eaten by children it targets.
Anthropological techniques have been successfully used in the past to obtain
relevant qualitative information for the development of culturally tailored
solutions of health and nutritional problems in developing countries (Bentley,
1988; Creed-Kanashiro , 1991; Martinez-Salgado , 1991; Jinadu ,
1996). Rapid qualitative techniques were used to identify foods eaten by young
Tarahumara children to increase the cultural acceptability of the basket provided
by the government. This mixture of relatively simple methods were used because
collecting valid and reliable data through other means (e.g. in-depth interviews) in
this poorly educated and frequently illiterate population is a very difficult and
demanding task. In addition, it was possible to triangulate the results from the
different techniques to corroborate the choices of the foods proposed to the basket.
An inexpensive convenience quota sampling method dividing the sample into
three strata based on level of marginalization to look for possible gross differences
across the strata was used. The results, based on the pair comparisons and the
addition-deletion data collection techniques, point to a relatively homogeneous
judgment in the children's feeding patterns across the marginalization strata,
suggesting that the use of a single food basket for all children may be acceptable to
a wide range of groups.
The analyses identified 9 culturally acceptable foods that mothers considered
appropriate for young children and that could be included in the proposed food
basket: beans, broad beans, green peas, potatoes, skim milk powder, wheat
noodles, maize flour, sugar, and iodized salt. Only the final 4 in this list were
already in the government food basket. The mothers recommended that the
following foods, now in the government food basket, be removed: Sardines,
cookies, lard, and chocolate powder. The cost of the suggested food basket was
calculated and found not to be significantly different from the original government
food basket (data not presented).
et al. et al. et al.
74
Discussion and conclusions
The proposed food basket includes staple foods, energy-rich foods, food with high
protein content and food that offered vitamins and minerals. Most of these foods
are produced in nearby areas of Mexico, and all the vegetables are grown locally.
However, some of the suggested foods are appreciated by other family members as
well so some intra-family dilution may occur, particularly at times of food scarcity,
known to exacerbate existing disparities in intrahousehold food distribution
(Katona-Apte 1983; Pelto 1984). Additional efforts that could be made include
minimizing food trading or selling, especially among the poorest groups (Reed and
Habicht, 1998), and providing nutrition education, known to strengthen the impact
of food aid (Walsh , 2002; Ghosh , 2002).
The suggested food basket should be pilot-tested for its cultural acceptability in a
representative sample of households for taste, palatability, ease of preparation,
shelf life and specific acceptability by the target child (Mitzner , 1984).Active
community participation to achieve a long-term sustainable food basket should be
promoted (Jennings , 1991), as various community-based programs have
proved a substantial effect on declining child malnutrition rates (UN ACC/SCN,
1996).
Changes in attitude, knowledge and practices are essential for achieving desirable,
long-term, lasting results. Inappropriate feeding practices should be discouraged
and attention must be paid to hygiene, storage, preparation, and safety of foods for
young children. Similarly, a strong focus on complementaryfeeding and continued
attention to the protection, support and promotion of breastfeeding remain key
components of efforts to tackle nutrition problems.
In conclusion, food aid should take into consideration cultural acceptability of the
foods offered. This rapid qualitative approach proved to be useful in redesigning a
culturally acceptable food basket targeted at young children.
et al. et al.
et al.
et al.
75
Discussion and conclusions
ACKNOWLEDGMENTS
I would like to express my sincere gratitude to all those persons and institutions
that contributed to make of these four years a valuable experience in my life.
Thanks indeed to the Mexican Council for Science and Technology, the
Department of Women's and Children's Health, and the Swedish Institute for
financially supporting my academic training.
I am grateful to Prof. Torsten Tuvemo, Karin Wennqvist, Vera Holmgren and Inga
Andersson at the Department of Women's and Children's health and Karin
Törnblom, Kristine Eklund and Anita Ededahl at IMCH for their administrative
and organizational support.
Thanks to my doctoral colleague Amal Omer-Salim for her friendship, to Dr.
Martha Garrett for introducing my to graduate training in Sweden, and to Prof.
Lars-Åke Persson and Dr. Eva-Charlotte Ekström for their constructive criticism
of this thesis.
I want to acknowledge the Swedish Agency for Research Cooperation with
Developing Countries, the Mexican Institute of Social Security, InDevelops u-
landsfond Uppsala, the Swedish Mission Council and ITESM Campus Chihuahua
who financially supported the studies presented in this thesis.
Thanks to Prof. Gunilla Lindmark for being part of my research committee and for
providing support and guidance.
I am thankful to my teacher, supervisor, and good friend Dr. Homero Martínez who
has always encouraged my academic and professional development ever since I
started my graduate studies at the National Institute of Public Health in Mexico.
Having Prof. Ted Greiner as major supervisor was certainly an exceptional
Acknowledgments
76
experience. Ted not only provided me with excellent academic instruction,
valuable criticism and kind guidance, he became my mentor and friend, and taught
me through his example about the meaning of modesty and humility. Not many
supervisors dedicate such a great deal of time to their students as Ted does. He
really deserves the German designation for doctoral supervisor (“Doktorvater”,
doctoral father), thank you indeed Ted.
Agradezco de corazón a mi amigo Sergio Villarreal por su amistad y por haber
ilustrado esta tesis con su arte.
Quiero agradecer a mi hermano Oscar por haber siempre mostrado interés en mi
vida académica y profesional, a mi hermana Myrna por su franqueza y cariño, y a
mi hermano Daniel por haber compartido su infancia y juventud conmigo.
Me siento agradecido en especial con mi hermano César por la impresión de esta
tesis y por el apoyo de imprenta que desinteresadamente ha brindado a mis
proyectos de investigación.
Quiero recordar a mi padre Daniel, quien me introdujo al hábito de la lectura, por
enseñarme que el conocimiento proviene de todas partes.
Ich muss meiner Frau Laura Renée dafür danken, dass sie zehn Jahre lang meinen
Charakter ausgehalten hat. Es war nicht sehr einfach, ich weiss. Aber erinnere
dich: “…our true destination is not marked on any chart, we're navigating for the
shores of the heart”.
Pido una disculpa a mi hijo Joel Wassily, a mi hija Tessa Renée, y a mi pequeño
Noam Dimitri por el tiempo que debí pasar con ellos y en cambio utilicé para
continuar mi entrenamiento académico. Sepan que ustedes se han convertido en la
inspiración de mi vida.
77
Acknowledgments
Esta tesis está dedicada a una mujer excepcional a quien debo gran parte de lo
positivo que pueda haber en mí.
Finally, I make an apology to all those Tarahumara women and children for having
used them to write this thesis. I am indebted to all of you. I endorse it as a
commitment to continue trying to improve the health of your families.
78
Acknowledgments
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Att tillhöra en infödd folkgrupp i Mexiko associeras oftast med ett dåligthälsotillstånd, framför allt på grund av social isolering från det konventionellasamhället. Tarahumara indianerna utgör inget undantag. De utgör den störstagruppen av infödda i norra Mexiko och är en av de mest utsatta etniskaminoriteterna i Nord Amerika. Det finns anledning att oroa sig för de rådandehälsovillkoren då mycket lite information finns tillgänglig för att underlättautformandet och tillämpningen av program för att förebygga och handskas med dehuvudsakliga hälsoproblemen som drabbar denna folkgrupp. Denna avhandlingsyftar till att försöka täcka upp delar av den informations brist som råder. I denpresenteras och diskuteras resultaten från de studier, som inriktar sig pånäringstillståndet hos tarahumara kvinnor och barn, genomförda mellan åren 1997och 2002.
En studie i ett representativt distrikt med ett representativt urval av Tarahumarakvinnor i fertil ålder fann man högst prevalens av anemi bland de gravidakvinnorna som befann sig i sista trimestern (38,5 %) samt i gruppen ammandekvinnor under de 6 första månaderna efter förlossning (42,9 %), detta tillsammansmed en hög prevalens av järnbrist. I denna studie utvecklades en metod förinsamling av kapillära serum prover som droppades på filter papper för att därefteranalysera serum ferritin halten vid avsides liggande sättningar I samma studiefann man även att 52,5 % av de vuxna kvinnorna var överviktiga, vilket skullekunna antyda om en “avindianiserings-process” av deras traditionella diet ochaktivitets mönster. Detta fynd följdes upp i en senare studie som grundade sig påföreställningar om mat och kroppsform, genom att använda kognitivaantropologiska metoder. Att vara spansktalande framträdde som ett tydligt teckenpå kulturförändring som skulle kunna sammankopplas med en ökning iprevalensen av övervikt och dess konsekvenser. En skolbaserad nutritions studiebland Tarahumara barn vid internatskolor visade brist på zink, vitamin B , järn ochjod, dock var dessa fynd likvärdiga med uppmätta värden bland barn på denmexikanska landsbygden. Slutligen genomfördes en kvalitativ studie med avsiktatt identifiera kulturellt accepterade maträtter och därigenom kunna omformaregeringens rådande sammansättning av livsmedelsbistånd, med syfte att mildraundernäringen bland unga Tarahumara barn.
Resultaten från denna avhandling ger relevanta data för en förbättrad utformningav interventionsprogram för att bekämpa och förhindra en del av de nutritionsproblem som drabbar Tarahumara indianerna. Dessa data skulle också kunnautgöra en referenslinje med vilken framtida förändringar kan jämföras med såvidaliknande provtagnings rutiner används. Generellt, belyser resultaten vikten ochutmaningen att uppnå modernisering på ett sätt som inte enbart förbättrarhälsoläget men som samtidigt upprätthåller och uppmuntrar till att behållatraditionella värderingar. Dessa utgör inte enbart grunden för Tarahumarasamhället utan bidrar även därigenom i en del fall till en bättre kosthållning ochbättre hälsa.
SAMMANFATTNING
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Joel Monárrez-Espino, Institutionen för kvinnors och barns hälsa. Internationellmödra- och barnhälsovård. Uppsala universitet. 751 85 Uppsala, Sverige.
Abstract in other languages
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Dissertation zur Erlangung des Doctor of Philosophy (medizinische Fakultät) iminternationalen Gesundheitswesen, vorgelegt im Jahre 2004 an der Universität zuUppsala.
Monárrez-Espino J. (2004). Gesundheit und Ernährung der Tarahumara aus Nord-Mexiko: Studien zu Frauen und Kindern.
Die Zugehörigkeit zu einer eingeborenen Volksgemeinschaft Mexikos wirdgewöhnlich mit einem schlechten Gesundheitszustand, aufgrund sozialerIsolation von der allgemeinen Gesellschaft, verbunden. Die Tarahumara-Indianersind dabei keine Ausnahme. Sie stellen eine der größten Eingeborenengruppen imNorden des Landes dar und sind eine der ausgeschlossensten ethnischenMinderheiten in Nordamerika. Der Gesundheitszustand ist prekär, da sehr wenigeDaten existieren, um die Gestaltung und Einführung von Programmen zurPrävention und Handhabung der, diese Menschen betreffenden, hauptsächlichenProbleme im Gesundheitswesen, zu ermöglichen. Diese Dissertation beabsichtigt,Teil dieses Informationsdefizits zu beseitigen. Sie präsentiert und diskutiert dieErgebnisse von im Zeitraum 1997 bis 2002 durchgeführten Studien, welche dieErnährung der Tarahumarafrauen und -kinder fokussieren.
Eine Umfrage mit einer repräsentativen Stichprobe von Frauen im gebärfähigenAlter, im größten Tarahumara-Bezirk, ergab das höchste Vorkommen von Anämiebei schwangeren Frauen im dritten Trimester (38,5%) und bei solchen, diewährend der ersten 6 Monate nach der Geburt stillten (42,9%), bedingt durchEisenmangel. Bei dieser Studie wurde eine Feldtechnik für weit entfernte Gebieteentwickelt, um die Ferritin-Konzentration in Kapillar-Serum auf Filter Papier zumessen. Dieselbe Studie zeigte eine Übergewichtsprävalenz von 52,5% beierwachsenen Frauen, was auf einen Prozess einer „Entindianisierung“ ihrertraditionellen Diät und Aktivitätsmuster zurückzuführen ist. Dieses Thema wurdebei einer späteren Studie herangezogen, bei welcher der Eindruck von Nahrungund Körperumfang mit kognitiven anthropologischen Methoden evaluiert wurde.Spanisch zu sprechen erschien als eindeutige Indikation fürAkkulturation, welchemit einer Zunahme des Vorhandenseins von Übergewicht und seiner Folgenassoziiert werden könnte. Eine Studie zu Schulkindern in Eingeboreneninternatenzeigte Beweise für Zink-, Vitamin B -, Eisen- und Jodmangel, fand aber ähnlicheanthropometrische Status wie bei ländlichen Mexikanerkindern. Schließlichwurde eine qualitative Studie durchgeführt, mit dem Ziel, kulturell akzeptierteLebensmittel für die Neuentwerfung eines Warenkorbes zu identifizieren, um denErnährungszustand von Kleinkindern zu verbessern.
Die Ergebnisse dieser Dissertation liefern relevante Daten für eine Verbesserungder Gestaltung von Programmen zur Bekämpfung und Prävention vonErnährungsproblemen, welche die Tarahumaras betreffen. Diese Informationenkönnen auch als „Baseline“ benutzt werden, mit der zukünftige Veränderungenverglichen werden könnten, wenn ähnliche Stichprobenstrategien angewandtwürden. Vor allem betonen die Ergebnisse, die Wichtigkeit und Herausforderung,eine Modernisierung zu erreichen, die nicht nur eine Verbesserung der Gesundheitmit sich bringt, sondern gleichzeitig auch, traditionelle Werte unterstützt,aufrechterhält und anregt, da diese Werte nicht nur die Grundlagen derTarahumara- Gesellschaft sind, sondern in vielen Fällen zu einer besseren Diät undGesundheit beisteuern.
ABSTRAKT
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Joel Monárrez Espino, Abteilung für Frauen- und Kinderheilkunde,Internationale Gesundheit bei Frauen und Kindern, Universität zu Uppsala, SE-751 85 Uppsala, Schweden.
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Abstract in other languages
Disertación para obtener el grado de Doctor en Filosofía (Facultad de Medicina) enSalud Internacional presentada en la Universidad de Uppsala en 2004.
Monárrez-Espino J. (2004). Salud y Nutrición en los Tarahumaras del norte deMéxico: Estudios en mujeres y niños.
La pertenencia a un grupo indígena en México se asocia frecuentemente a unasalud pobre principalmente como resultado del aislamiento social de la sociedadMexicana. Los Tarahumaras no son la excepción. Constituyen el grupo indígenamás grande del norte del país y una de las minorías étnicas más marginadas deNorteamérica. A pesar de que sus condiciones de salud son precarias, existe muypoca información disponible que facilite el diseño e implementación de programaspara prevenir y tratar los problemas de salud pública más importantes que lesaquejan. Así pues, esta tesis tiene por objeto cubrir parte de esta falta deinformación. Presenta y discute resultados de estudios enfocados a la nutrición demujeres y niños llevados a cabo entre 1997 y 2002.
Una encuesta en una muestra municipal representativa de mujeres Tarahumaras enedad reproductiva mostró la más alta prevalencia de anemia en las embarazadas enel tercer trimestre (38.5%) y las lactantes durante los primeros 6 meses después delparto (42.9%) paralelamente a una alta prevalencia de deficiencia de hierro. Eneste estudio, se desarrolló una técnica para la toma de muestras de suero capilar enpapel filtro para medir los niveles de ferritina sérica en zonas remotas. Asimismose encontró un 52.5% de sobrepeso en las mujeres adultas, sugiriendo un procesode “deindigenización” de los patrones dietéticos y de actividad física tradicionales.Este tópico fue seguido en un estudio posterior sobre percepciones de laalimentación y apariencia corporal de la mujer Tarahumara utilizando métodos deantropología cognoscitiva. Hablar español emergió como un claro indicio deaculturación que podría estar asociado a un incremento en la prevalencia deobesidad y sus consecuencias. Una encuesta nutricional con niños Tarahumaras dealbergues escolares mostró evidencia de deficiencia de cinc, vitamina B , hierro yyodo pero encontró un estado antropométrico similar al de otros niños mexicanosdel medio rural. Finalmente, se condujo una evaluación cualitativa para identificaralimentos culturalmente aceptables para rediseñar una canasta de ayudaalimentaria con el objeto de aliviar la desnutrición infantil.
Los resultados de esta tesis ofrecen información relevante para el mejoramientodel diseño de intervenciones para combatir y prevenir algunos de los problemasnutricios que afectan a los Tarahumaras. De utilizarse estrategias muestralessimilares, esta información podría además constituir el punto de comparación paraevaluar cambios futuros. Pero sobre todo, los hallazgos apuntan a la importancia yel desafío para alcanzar una modernización que no solo mejore la salud de losindígenas, sino que además apoye, mantenga y promueva los valores culturalestradicionales, pues estos, además de conformar los cimientos de la sociedadTarahumara, pueden en varios casos contribuir a una mejor nutrición y salud.
RESUMEN
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Joel Monárrez-Espino. Departamento de salud materno-infantil. Saludinternacional materno-infantil. Universidad de Upsala. SE-751 85 Upsala,Suecia.
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Abstract in other languages
95
Printed in Mexico by Impresión GráficaChihuahua, Chihuahua, México
2004
Acta Universitatis UpsaliensisComprehensive Summaries of Uppsala Dissertations
from the Faculty of Medicine
Editor: The Dean of the Faculty of Medicine
Distribution:Uppsala University Library
Box 510, SE-751 20 Uppsala, Swedenwww.uu.se, acta@ub.uu.se
ISSN 0282-7476ISBN 91-554-5866-1
A doctoral dissertation from the Faculty of Medicine, Uppsala University,is usually a summary of a number of papers. A few copies of the completedissertation are kept at major Swedish research libraries, while the sum-mary alone is distributed internationally through the series Comprehen-sive Summaries of Uppsala Dissertations from the Faculty of Medicine.(Prior to October, 1985, the series was published under the title “Abstracts ofUppsala Dissertations from the Faculty of Medicine”.)
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